NAMIC Wiki - User contributions [en]

2017 Winter Project Week/Diffusely abnormal white matter segmentation with 3d U-net

2017-01-13T15:49:54Z

Mohsen.ghafoorian: /* Project Description */

2017 Winter Project Week/Dinner

2017-01-10T23:52:45Z

Mohsen.ghafoorian: /* RSVPs */

==Dinner Specs==

*Date and Time: Thursday, January 12, 6pm
*Location: Desi Dhaba, 401 Massachusetts Ave, Cambridge (about 10 minute walk from MIT)
*Food: Indian. Menu: Goat curry, chicken tikka masala, chana masala (vegan), saag paneer (veg), naan, rice
*Cost: $25 - CASH ONLY! To be given to Katie Mastrogiacomo (kmast@bwh) during the week. She will provide receipts.
*Drinks: tap water is included in this price. Beyond that each person pays individually for their drinks.

==RSVPs==

#Andras Lasso
#Curt Lisle
#Tina Kapur
# Andrey Fedorov
# Csaba Pinter
# Simon Drouin
# Alireza Mehrtash
# Henrik G. Jensen
# Beatriz Paniagua
# Beatriz Paniagua's +1
# Hans Meine
# Johan Andruejol
# Katie Mastrogiacomo
# Ron Kikinis
# Zora Kikinis
# Brian Helba
# Jennifer Nitsch
# Jean-Christophe Fillion-Robin
# Anneke Meyer
# Erik Ziegler
# Francois Rheault
# Rebekka Lauer
# Janne Beate Bakeng
# Louise Oram
# Teodora Szasz
# Danielle Pace
# David Garcia
# James Fishbaugh
# Sungmin Hong
# Mohsen Ghafoorian

2017 Winter Project Week/DeepLearningMethodology

2017-01-10T06:14:01Z

Mohsen.ghafoorian: /* Basic concepts: (60-75 min) */

This is a 3 hour introductory course on Deep Learning Methodology for Project Week #24.

Instructor: Mohsen Ghafoorian

==Basic concepts: (60-75 min)==
*loss function (categorical cross entropy, MSE)
*stochastic gradient descent
*update rules (SGD issue, Momentum, Nestrov, Adadelta, RMSProp, Adam)
*learning rate
*activation functions
*why non-linearities?
*Sigmoid (vanishing gradient problem, non-zero centered features), tanh
*relu (dead relu issue), leaky relu, prelu
*weight initialization
*regularization
*augmentation
*L1/L2
*dropout
*batch norm
*network babysitting (bad learning rate, bad initialization, overfitting)

==State of the art CNN methods: (60 min)==
*alexnet
*vgg net
*google net
*resnet
*highway nets
*dense nets
*GANs

==Biomedical segmentation==
*sliding window
*fully convolutional nets
*Unet

2017 Winter Project Week/Deep Learning for Medical Image Computation

2017-01-10T03:31:47Z

Mohsen.ghafoorian: /* Background and References */

__NOTOC__
<gallery>
Image:PW-Winter2017.png|link=2017_Winter_Project_Week#Projects|[[2017_Winter_Project_Week#Projects|Projects List]]

</gallery>

==Key Investigators==
*Tina Kapur, BWH/HMS
*Steve Pieper, Isomics
*Abdul Al Halabi, nVIDIA
*Abel Brown, nVIDIA
*Joshua Moore, MGH Clinical Data Science Center
*Mohsen Ghafoorian, Radboud University
*Luis Ibanez, Google
*Alireza Mehrtash, UBC/BWH

==Project Description==
{| class="wikitable"
! style="text-align: left; width:27%" | Objective
! style="text-align: left; width:27%" | Approach and Plan
! style="text-align: left; width:27%" | Progress and Next Steps
|- style="vertical-align:top;"
|

* To provide an introduction to proven concepts from Deep Learning that are making high impact in medical image computation.
|

* 11 Projects that plan to use/investigate Deep Learning on Medical Images + clinical data
* Deep Learning hands-on tutorial: Image segmentation lab with TensorFlow (Abel Brown, Abdul Alhalabi) (Monday 3-5pm)
* Deep Learning hands-on tutorial: Electronic health records lab with Keras (Abel Brown, Abdul Alhalabi) (Monday 5:30-7pm)
* Newly Launched MGH Clinical Data Science Center with focus on GPU and Machine Learning (Joshua Moore) (Monday 5-5:30pm)
*Basic Concepts in Neural Network Methodology (Mohsen Ghafoorian) (Tuesday 1-3pm)
*Tensorflow Workshop (Luis Ibanez) (Wednesday 10am-12pm)
*Methodology Continued: Unet, Segmentation (Mohsen Ghafoorian) (Wednesday 3-3:45pm)
*DeepInfer Extension Manager for an Open Source Repository for Deep Learning networks (Alireza Mehrtash) (Wednesday 3:45-4pm)
|

*
|}

==Background and References==

*[[File:Basic_concepts.pptx]] Presentation on basic concepts in neural networks (By Mohsen Ghafoorian)
*[[File:State_of_the_art_CNNs.pptx]] Presentation on State-of-the-art CNN architectures (By Mohsen Ghafoorian)

File:State of the art CNNs.pptx

2017-01-10T03:30:03Z

Mohsen.ghafoorian: Mohsen.ghafoorian uploaded a new version of File:State of the art CNNs.pptx

2017 Winter Project Week/Deep Learning for Medical Image Computation

2017-01-10T03:29:01Z

Mohsen.ghafoorian: /* Background and References */

__NOTOC__
<gallery>
Image:PW-Winter2017.png|link=2017_Winter_Project_Week#Projects|[[2017_Winter_Project_Week#Projects|Projects List]]

</gallery>

==Key Investigators==
*Tina Kapur, BWH/HMS
*Steve Pieper, Isomics
*Abdul Al Halabi, nVIDIA
*Abel Brown, nVIDIA
*Joshua Moore, MGH Clinical Data Science Center
*Mohsen Ghafoorian, Radboud University
*Luis Ibanez, Google
*Alireza Mehrtash, UBC/BWH

==Project Description==
{| class="wikitable"
! style="text-align: left; width:27%" | Objective
! style="text-align: left; width:27%" | Approach and Plan
! style="text-align: left; width:27%" | Progress and Next Steps
|- style="vertical-align:top;"
|

* To provide an introduction to proven concepts from Deep Learning that are making high impact in medical image computation.
|

* 11 Projects that plan to use/investigate Deep Learning on Medical Images + clinical data
* Deep Learning hands-on tutorial: Image segmentation lab with TensorFlow (Abel Brown, Abdul Alhalabi) (Monday 3-5pm)
* Deep Learning hands-on tutorial: Electronic health records lab with Keras (Abel Brown, Abdul Alhalabi) (Monday 5:30-7pm)
* Newly Launched MGH Clinical Data Science Center with focus on GPU and Machine Learning (Joshua Moore) (Monday 5-5:30pm)
*Basic Concepts in Neural Network Methodology (Mohsen Ghafoorian) (Tuesday 1-3pm)
*Tensorflow Workshop (Luis Ibanez) (Wednesday 10am-12pm)
*Methodology Continued: Unet, Segmentation (Mohsen Ghafoorian) (Wednesday 3-3:45pm)
*DeepInfer Extension Manager for an Open Source Repository for Deep Learning networks (Alireza Mehrtash) (Wednesday 3:45-4pm)
|

*
|}

==Background and References==

*[[File:Basic_concepts.pptx]] Presentation on basic concepts in neural networks (By Mohsen Ghafoorian)
*[[File:State_of_the_rt_CNNs.pptx]] Presentation on State-of-the-art CNN architectures (By Mohsen Ghafoorian)

2017 Winter Project Week/Deep Learning for Medical Image Computation

2017-01-10T03:28:13Z

Mohsen.ghafoorian: /* Background and References */

__NOTOC__
<gallery>
Image:PW-Winter2017.png|link=2017_Winter_Project_Week#Projects|[[2017_Winter_Project_Week#Projects|Projects List]]

</gallery>

==Key Investigators==
*Tina Kapur, BWH/HMS
*Steve Pieper, Isomics
*Abdul Al Halabi, nVIDIA
*Abel Brown, nVIDIA
*Joshua Moore, MGH Clinical Data Science Center
*Mohsen Ghafoorian, Radboud University
*Luis Ibanez, Google
*Alireza Mehrtash, UBC/BWH

==Project Description==
{| class="wikitable"
! style="text-align: left; width:27%" | Objective
! style="text-align: left; width:27%" | Approach and Plan
! style="text-align: left; width:27%" | Progress and Next Steps
|- style="vertical-align:top;"
|

* To provide an introduction to proven concepts from Deep Learning that are making high impact in medical image computation.
|

* 11 Projects that plan to use/investigate Deep Learning on Medical Images + clinical data
* Deep Learning hands-on tutorial: Image segmentation lab with TensorFlow (Abel Brown, Abdul Alhalabi) (Monday 3-5pm)
* Deep Learning hands-on tutorial: Electronic health records lab with Keras (Abel Brown, Abdul Alhalabi) (Monday 5:30-7pm)
* Newly Launched MGH Clinical Data Science Center with focus on GPU and Machine Learning (Joshua Moore) (Monday 5-5:30pm)
*Basic Concepts in Neural Network Methodology (Mohsen Ghafoorian) (Tuesday 1-3pm)
*Tensorflow Workshop (Luis Ibanez) (Wednesday 10am-12pm)
*Methodology Continued: Unet, Segmentation (Mohsen Ghafoorian) (Wednesday 3-3:45pm)
*DeepInfer Extension Manager for an Open Source Repository for Deep Learning networks (Alireza Mehrtash) (Wednesday 3:45-4pm)
|

*
|}

==Background and References==

[[File:Basic_concepts.pptx]] Presentation on basic concepts in neural networks (By Mohsen Ghafoorian)
[[File: State_of_the_rt_CNNs.pptx]] Presentation on State-of-the-art CNN architectures (By Mohsen Ghafoorian)

2017 Winter Project Week/Deep Learning for Medical Image Computation

2017-01-10T03:26:17Z

Mohsen.ghafoorian: /* Background and References */

__NOTOC__
<gallery>
Image:PW-Winter2017.png|link=2017_Winter_Project_Week#Projects|[[2017_Winter_Project_Week#Projects|Projects List]]

</gallery>

==Key Investigators==
*Tina Kapur, BWH/HMS
*Steve Pieper, Isomics
*Abdul Al Halabi, nVIDIA
*Abel Brown, nVIDIA
*Joshua Moore, MGH Clinical Data Science Center
*Mohsen Ghafoorian, Radboud University
*Luis Ibanez, Google
*Alireza Mehrtash, UBC/BWH

==Project Description==
{| class="wikitable"
! style="text-align: left; width:27%" | Objective
! style="text-align: left; width:27%" | Approach and Plan
! style="text-align: left; width:27%" | Progress and Next Steps
|- style="vertical-align:top;"
|

* To provide an introduction to proven concepts from Deep Learning that are making high impact in medical image computation.
|

* 11 Projects that plan to use/investigate Deep Learning on Medical Images + clinical data
* Deep Learning hands-on tutorial: Image segmentation lab with TensorFlow (Abel Brown, Abdul Alhalabi) (Monday 3-5pm)
* Deep Learning hands-on tutorial: Electronic health records lab with Keras (Abel Brown, Abdul Alhalabi) (Monday 5:30-7pm)
* Newly Launched MGH Clinical Data Science Center with focus on GPU and Machine Learning (Joshua Moore) (Monday 5-5:30pm)
*Basic Concepts in Neural Network Methodology (Mohsen Ghafoorian) (Tuesday 1-3pm)
*Tensorflow Workshop (Luis Ibanez) (Wednesday 10am-12pm)
*Methodology Continued: Unet, Segmentation (Mohsen Ghafoorian) (Wednesday 3-3:45pm)
*DeepInfer Extension Manager for an Open Source Repository for Deep Learning networks (Alireza Mehrtash) (Wednesday 3:45-4pm)
|

*
|}

==Background and References==

[[File:Basic_concepts.pptx]] Presentation for basic concepts in neural networks (By Mohsen Ghafoorian)

2017 Winter Project Week/Deep Learning for Medical Image Computation

2017-01-10T03:23:07Z

Mohsen.ghafoorian: /* Background and References */

__NOTOC__
<gallery>
Image:PW-Winter2017.png|link=2017_Winter_Project_Week#Projects|[[2017_Winter_Project_Week#Projects|Projects List]]

</gallery>

==Key Investigators==
*Tina Kapur, BWH/HMS
*Steve Pieper, Isomics
*Abdul Al Halabi, nVIDIA
*Abel Brown, nVIDIA
*Joshua Moore, MGH Clinical Data Science Center
*Mohsen Ghafoorian, Radboud University
*Luis Ibanez, Google
*Alireza Mehrtash, UBC/BWH

==Project Description==
{| class="wikitable"
! style="text-align: left; width:27%" | Objective
! style="text-align: left; width:27%" | Approach and Plan
! style="text-align: left; width:27%" | Progress and Next Steps
|- style="vertical-align:top;"
|

* To provide an introduction to proven concepts from Deep Learning that are making high impact in medical image computation.
|

* 11 Projects that plan to use/investigate Deep Learning on Medical Images + clinical data
* Deep Learning hands-on tutorial: Image segmentation lab with TensorFlow (Abel Brown, Abdul Alhalabi) (Monday 3-5pm)
* Deep Learning hands-on tutorial: Electronic health records lab with Keras (Abel Brown, Abdul Alhalabi) (Monday 5:30-7pm)
* Newly Launched MGH Clinical Data Science Center with focus on GPU and Machine Learning (Joshua Moore) (Monday 5-5:30pm)
*Basic Concepts in Neural Network Methodology (Mohsen Ghafoorian) (Tuesday 1-3pm)
*Tensorflow Workshop (Luis Ibanez) (Wednesday 10am-12pm)
*Methodology Continued: Unet, Segmentation (Mohsen Ghafoorian) (Wednesday 3-3:45pm)
*DeepInfer Extension Manager for an Open Source Repository for Deep Learning networks (Alireza Mehrtash) (Wednesday 3:45-4pm)
|

*
|}

==Background and References==

[[File:Basic_concepts.pptx]|Presentation for basic concepts in neural networks](By Mohsen Ghafoorian)

2017 Winter Project Week/Deep Learning for Medical Image Computation

2017-01-10T03:17:46Z

Mohsen.ghafoorian: /* Background and References */

__NOTOC__
<gallery>
Image:PW-Winter2017.png|link=2017_Winter_Project_Week#Projects|[[2017_Winter_Project_Week#Projects|Projects List]]

</gallery>

==Key Investigators==
*Tina Kapur, BWH/HMS
*Steve Pieper, Isomics
*Abdul Al Halabi, nVIDIA
*Abel Brown, nVIDIA
*Joshua Moore, MGH Clinical Data Science Center
*Mohsen Ghafoorian, Radboud University
*Luis Ibanez, Google
*Alireza Mehrtash, UBC/BWH

==Project Description==
{| class="wikitable"
! style="text-align: left; width:27%" | Objective
! style="text-align: left; width:27%" | Approach and Plan
! style="text-align: left; width:27%" | Progress and Next Steps
|- style="vertical-align:top;"
|

* To provide an introduction to proven concepts from Deep Learning that are making high impact in medical image computation.
|

* 11 Projects that plan to use/investigate Deep Learning on Medical Images + clinical data
* Deep Learning hands-on tutorial: Image segmentation lab with TensorFlow (Abel Brown, Abdul Alhalabi) (Monday 3-5pm)
* Deep Learning hands-on tutorial: Electronic health records lab with Keras (Abel Brown, Abdul Alhalabi) (Monday 5:30-7pm)
* Newly Launched MGH Clinical Data Science Center with focus on GPU and Machine Learning (Joshua Moore) (Monday 5-5:30pm)
*Basic Concepts in Neural Network Methodology (Mohsen Ghafoorian) (Tuesday 1-3pm)
*Tensorflow Workshop (Luis Ibanez) (Wednesday 10am-12pm)
*Methodology Continued: Unet, Segmentation (Mohsen Ghafoorian) (Wednesday 3-3:45pm)
*DeepInfer Extension Manager for an Open Source Repository for Deep Learning networks (Alireza Mehrtash) (Wednesday 3:45-4pm)
|

*
|}

==Background and References==

[[http://wiki.na-mic.org/Wiki/images/a/ac/Basic_concepts.pptx | Presentation for basic concepts in neural networks](By Mohsen Ghafoorian)]

File:State of the art CNNs.pptx

2017-01-10T03:13:56Z

Mohsen.ghafoorian:

File:Basic concepts.pptx

2017-01-10T03:13:22Z

Mohsen.ghafoorian:

2017 Winter Project Week/Diffusely abnormal white matter segmentation with 3d U-net

2017-01-09T18:26:21Z

Mohsen.ghafoorian:

2017 Winter Project Week/Diffusely abnormal white matter segmentation with 3d U-net

2017-01-09T18:15:49Z

Mohsen.ghafoorian: /* Key Investigators */

2017 Winter Project Week

2017-01-09T18:14:18Z

Mohsen.ghafoorian: /* Deep Learning and GPUs */

__NOTOC__
[[image:PW-Winter2017.png|300px]]

=Welcome to the web page for the 24th Project Week!=

The 24th NA-MIC Project Week open source hackathon is being held during the week of January 9-13, 2017 at MIT. Please go through this page for information, and if you have questions, please contact [https://www.spl.harvard.edu/pages/People/tkapur Tina Kapur, PhD].

==Logistics==

*'''Dates:''' January 9-13, 2017.
*'''Location:''' [https://www.google.com/maps/place/MIT:+Computer+Science+and+Artificial+Intelligence+Laboratory/@42.361864,-71.090563,16z/data=!4m2!3m1!1s0x0:0x303ada1e9664dfed?hl=en MIT CSAIL], Cambridge, MA. (Rooms: [[MIT_Project_Week_Rooms#Kiva|Kiva]], R&D)
*'''Transportation:''' Public transportation is highly encouraged, as no parking permits will be issued by MIT. For a list of local garages, please see [http://web.mit.edu/facilities/transportation/parking/visitors/public_parking.html here]
*'''REGISTRATION:''' Register [https://www.regonline.com/2017projectweek here]. Registration Fee: $330.
*'''Hotel:''' Similar to previous years, no rooms have been blocked in a particular hotel.
*'''Next Project Week:'''' [http://wiki.na-mic.org/Wiki/index.php/2017_Summer_Project_Week June 26-30, 2017, Catanzaro, Italy]

== Introduction ==
The National Alliance for Medical Image Computing (NAMIC), was founded in 2005 and chartered with building a computational infrastructure to support biomedical research as part of the NIH funded [http://www.ncbcs.org/ NCBC] program. The work of this alliance has resulted in important progress in algorithmic research, an open source medical image computing platform [http://www.slicer.org 3D Slicer], enhancements to the underlying building blocks [http://www.vtk.org VTK], [http://www.itk.org ITK], [http://www.cmake.org CMake], and [http://www.cdash.org CDash], and the creation of a community of algorithm researchers, biomedical scientists and software engineers who are committed to open science. This community meets twice a year in an open source hackathon event called Project Week.

[[Engineering:Programming_Events|Project Week]] is a semi-annual open source hackathon which draws 60-120 researchers. As of August 2014, it is a [http://www.miccai.org/organization MICCAI] endorsed event. The participants work collaboratively on open-science solutions for problems that lie on the interfaces of the fields of computer science, mechanical engineering, biomedical engineering, and medicine. In contrast to conventional conferences and workshops the primary focus of the Project Weeks is to make progress in projects (as opposed to reporting about progress). The objective of the Project Weeks is to provide a venue for this community of medical open source software creators. Project Weeks are open to all, are publicly advertised, and are funded through fees paid by the attendees. Participants are encouraged to stay for the entire event.

Project Week activities: Everyone shows up with a project. Some people are working on the platform. Some people are developing algorithms. Some people are applying the tools to their research problems. We begin the week by introducing projects and connecting teams. We end the week by reporting progress. In addition to the ongoing working sessions, breakout sessions are organized ad-hoc on a variety of special topics. These topics include: discussions of software architecture, presentations of new features and approaches and topics such as Image-Guided Therapy.

Several funded projects use the Project Week as a place to convene and collaborate. These include [http://nac.spl.harvard.edu/ NAC], [http://www.ncigt.org/ NCIGT], [http://qiicr.org/ QIICR], and [http://ocairo.technainstitute.com/open-source-software-platforms-and-databases-for-the-adaptive-process/ OCAIRO].

A summary of all previous Project Events is available [[Project_Events#Past_Project_Weeks|here]].

Please make sure that you are on the NA-MIC Project Week [http://public.kitware.com/mailman/listinfo/na-mic-project-week mailing list]

==Conference Calls for Preparation==

Conference call phone number and notes are available [[TCONS:2017_Winter_Project_Week|here]].

==Calendar==

'''''The events are listed in the calendar below. Note that due to a current known limitation of our infrastructure, you will need to manually navigate to the week of January 8, 2017 to see the relevant events.''''' 

{{#widget:Google Calendar
|id=kitware.com_sb07i171olac9aavh46ir495c4@group.calendar.google.com
|timezone=America/New_York&dates=20170108%2F20170114
|title=NAMIC Winter Project Week
|view=WEEK
|dates=20170108/20170114
}}

iCal (.ics) link: https://calendar.google.com/calendar/ical/kitware.com_sb07i171olac9aavh46ir495c4%40group.calendar.google.com/public/basic.ics

='''Projects'''=

*Use this [[2017_Project_Week_Template | Updated Template for project pages]]

== Deep Learning and GPUs ==
#[[2017 Winter Project Week/Deep Learning for Medical Image Computation| Deep Learning for Medical Image Computing]] (Tina Kapur)
#[[2017 Winter Project Week/Needle Segmentation from MRI | Needle Segmentation from MRI]] (Tina Kapur, Ziyang Wang, Guillaume Pernelle, Paolo Zaffino)
#[[2017 Winter Project Week/DeepInfer| DeepInfer: Open-source Deep Learning Deployment Toolkit]] (Alireza Mehrtash, Mehran Pesteie, Yang (Silvia) Yixin, Tina Kapur, Sandy Wells, Purang Abolmaesumi, Andriy Fedorov)
#[[2017 Winter Project Week/Diffusely abnormal white matter segmentation with 3d U-net| Diffusely abnormal white matter segmentation with 3d U-net]] (Mohsen Ghafoorrian, Bram Platel, Sandy Wells, Tina Kapur, Charles Guttmann)
# [[2017 Winter Project Week/OCM-MRI | Deep Learning for Synthetic MRI]] (Frank Preiswerk, Yaofei "Ada" Wang)
#[[2017 Winter Project Week/An open-source tool to classify TMJ OA condyles | An open-source tool to classify TMJ OA condyles]] (Priscille de Dumast, Juan Carlos Prieto, Beatriz Paniagua)
#[[2017 Winter Project Week/Evaluate Deep Learning for binary cancer legion classification | Evaluate Deep Learning for binary cancer lesion classification]] (Curt Lisle)
#[[2017 Winter Project Week/Convolutional neural nets for lung cancer survival prediction | Convolutional neural nets for lung cancer survival prediction]] (Ahmed Hosny, Chintan Parmar, Roman Zeleznik, Hugo Aerts)
#[[2017 Winter Project Week/Population Based Image Imputation | Population Based Image Imputation]] (Adrian Dalca, Katie Bouman, Polina Golland)

== Web Technologies ==
#[[2017_Winter_Project_Week/WebTechnologyAndSlicer| Web Technology and Slicer]] (Steve Pieper, Erik Zeigler, Curt Lisle, Satra Ghosh, Hans Meine)
#[[2017 Winter Project Week/Slicer Qt5 and Python3 | Slicer Qt5 and Python3]] (Steve Pieper, Jean-Christophe Fillion-Robin, Andras Lasso, Andrey Fedorov)
#[[2017 Winter Project Week/IPFS_NoSQL_Combination | IPFS and NoSQL for cloud databases]] (Hans Meine, Steve Pieper)
#[[Explore integration of Web-based imaging workflows with Slicer | Explore integration of Web-based imaging workflows with Slicer ]] (Curt Lisle, Satra Gosh, Steve Peiper)
#[[2017 Winter Project Week/Web-based system to federate biological, clinical and morphological data | Web-based system to federate biological, clinical and morphological data]] (Juan Carlos Prieto, Clément Mirabel)
#[[2017_Winter_Project_Week/OAuth2SlicerPathology | OAuth2.0 authentication in SlicerPathology]] (Erich Bremer, Steve Pieper, Teodora Szasz)
#[[2017 Winter Project Week/Electron App to add, navigate and visualize DICOM images | Electron App to add, navigate and visualize DICOM images]] (Smruti Padhy, Satrajit Ghosh, Mathias Goncalves)
#[[2017 Winter Project Week/AMI: A 3D Medical Imaging Javascript Library | AMI: A 3D Medical Imaging Javascript Library]] (Rudolph Pienaar, Jorge Luis Bernal Rusiel, Nicolas Rannou)
#[[2017_Winter_Project_Week/MedicalVisualizerUsingParaViewWeb | Medical Visualizer using ParaViewWeb]] (Teodora Szasz)

== IGT: Navigation, Robotics, Surgical Planning ==
#[[2017 Winter Project Week/Tracked Ultrasound Standardization | Tracked Ultrasound Standardization III: The Refining]] (Andras Lasso, Simon Drouin, Junichi Tokuda, Longquan Chen, Adam Rankin, Janne Beate Bakeng)
#[[2017 Winter Project Week/ROS Surface Scan | ROS Surface Scan]] (Tobias Frank, Junichi Tokuda, Longquan Chen)
#[[2017 Winter Project Week/Open_Source_Electromagnetic_Trackers | Open Source Electromagnetic Trackers]] (Peter Traneus Anderson)
#[[2017 Winter Project Week/LiverResectionPlanning | Liver resection planning extension]] (Louise Oram, Andrey Fedorov, Christian Herz, Andras Lasso)
#[[2017 Winter Project Week/3DSurgicalPlanningBreastReconstruction| 3D surgical planning solution for autologous breast reconstruction]] (Michael Chae, Andras Lasso, Julian Smith, Warren Rozen, David Hunter-Smith)
#[[2017 Winter Project Week/Intraoperative_Functional_Visualization | Visualization Concept for Intraoperative Use of Functional Mapping Data ]] (Rebekka Lauer, Anna Roethe, Prashin Unadkat, Sarah Frisken)

==dMRI==
#[[2017 Winter Project Week/WhiteMatterAnalysis | Fiber endpoint analysis for neurosurgical planning]] (Fan Zhang, Shun Gong, Isaiah Norton, Ye Wu, Lauren J. O'Donnell)
#[[2017 Winter Project Week/LORDWI | Density-based DMRI registration ]] (Henrik Groenholt Jensen, Lauren J. O'Donnell, Tina Kapur, Fan Zhang, Carl-Fredrik Westin)
#[[2017 Winter Project Week/SlicerDMRIDocumentationAndTesting | SlicerDMRI Testing and Documentation]] (Shun Gong, Ye Wu, Isaiah Norton, Fan Zhang, Lauren J. O'Donnell)
#[[2017 Winter Project Week/DiPy_in_Slicer | DiPy integration in Slicer]] (Isaiah Norton, Lauren J. O'Donnell)
#[[2017 Winter Project Week/DWI_Similarity_Metrics | Identification of information-rich patches in Diffusion-Weighted Images]] (Laurent Chauvin, Fan Zhang, Lauren J. O'Donnell, Matthew Toews)

==Quantitative Imaging Informatics==
#[[2017 Winter Project Week/dcmqi | dcmqi library]] (Andrey Fedorov, Christian Herz, JC, Steve Pieper)
#[[2017 Winter Project Week/QuantitativeReporting | DICOM QuantitativeReporting]] (Christian Herz, Andrey Fedorov, Andras Lasso, Csaba Pinter)
#[[2017 Winter Project Week/PyRadiomics | PyRadiomics library ]] (Joost van Griethuysen, Hugo Aerts, Andrey Fedorov, Steve Pieper, Jean-Christophe Fillion-Robin)
#[[2017 Winter Project Week/PkModeling | PkModeling - DCE Modeling Accuracy and UI/UX Update]] (Andrew Beers)
#[[2017 Winter Project Week/SegWithSubtractionAndModel| Manual Segmentation Module w/ Subtraction Maps + Delaunay Models]] (Andrew Beers)

== Shape Analysis, Segmentation ==
#[[2017 Winter Project Week/SlicerShape | Slicer for Shape Analysis ]] (Beatriz Paniagua)
#[[2017 Winter Project Week/MandibularRegression | Mandibular Shape Regression ]] (Beatriz Paniagua, James Fishbaugh)
#[[2017 Winter Project Week/Slicer_HoloLens | Slicer & HoloLens]] (Adam Rankin, Andras Lasso)
#[[2017 Winter Project Week/HyperspectralOpht | Slicer for Hyperspectral Ophthalmology Analysis ]] (Sungmin Hong)
#[[2017 Winter Project Week/GeodesicSegmentationandLungtumorAnalysis| Geodesic Segmentation and Lung tumor Analysis]] (Patmaa S, Sarthak Pati, Ratheesh k, Mark B, Yong F, Despina K, Ragini V, Christos D)
#[[2017 Winter Project Week/ProstateSectorSegmentation | Prostate Gland Sector Segmentation]] (Anneke Meyer, Andrey Fedorov, Alireza Mehrtash, Christian Hansen)
#[[2017 Winter Project Week/Multi-ModalitySegmentationOfUSandMRImagesForGliomaSurgery | Multi-Modality Segmentation of US- and MR-Images for Glioma Surgery]] (Jennifer Nitsch)
#[[2017 Winter Project Week/MeningiomaSegmentation | Segmentation of meningiomas in structural MR images]] (Satrajit Ghosh, Omar Arnaout)
#[[2017 Winter Project Week/CoronarySegmentationTool| Automatic and Manual Segmentation Tool of Coronary Artery from CTA imaging]] (Haoyin Zhou, Jayender Jagadeesan)

== Infrastructure ==
#[[2017 Winter Project Week/SubjectHierarchyRefactoring | Subject hierarchy single-node refactoring]] (Csaba Pinter)
#[[2017 Winter Project Week/Plastimatch19 | Upgrade Plastimatch extension ]] (Greg Sharp)
#[[2017 Winter Project Week/UpdatingCommunityForums | Updating Community Forums (Discourse, GitHub, Gitter, ???)]] (Andrey Fedorov, Andras Lasso, Steve Pieper, Mike Halle, Isaiah Norton, and The Community)
#[[2017 Winter Project Week/SlicerGeometryModifier | Slicer support for interactive modification of 3D models ]] (Johan Andruejol, Beatriz Paniagua, Andras Lasso)
#[[2017 Winter Project Week/Support_for_volumetric_meshes | Support for volumetric meshes ]] (Alexis Girault, Curtis Lisle, Steve Pieper)
#[[2017 Winter Project Week/Improve_Matlab_integration | Improve Matlab integration ]] (Alexis Girault, Andras Lasso)
#[[2017 Winter Project Week/Integrative_Intraoperative_Interface | Integrative Interface for Intraoperative Software Applications ]] (Rebekka Lauer, Anna Roethe, Prashin Unadkat, Sarah Frisken)

==Training and Dissemination==
#[[2017 Winter Project Week/2017TutorialContest| Tutorial contest]] (Sonia Pujol)
#[[2017 Winter Project Week/2017 NVIDIA Demo Contest|NVIDIA Demo Contest]] (Abdul Halabi, Abel Brown)

= '''Registrants''' =

Do not add your name to this list - it is maintained by the organizers based on your paid registration. To register, visit this [https://www.regonline.com/2017projectweek registration site].

# Aman Shboul, Zaina :: Old Dominion University
# Aerts, Hugo :: DFCI-Harvard
# Alam, Mahbubul :: Old Dominion University
# Anderson, Peter :: Retired
# Andruejol, Johan :: Kitware, Inc.
# Bakeng, Janne Beate :: SINTEF
# Beers, Andrew :: Massachusetts General Hospital
# Bernal Rusiel, Jorge Luis :: Boston Children's Hospital
# Bremer, Erich :: Stony Brook University
# Burke, Brice :: American University of Antigua College of Medicine
# Cetin Karayumak, Suheyla :: Brigham and Women's Hospital
# Chae, Michael :: Monash University
# Chauvin, Laurent :: ETS
# Dalca, Adrian :: Massachusetts Institute of Technology
# DiPrima, Tammy :: Stony Brook University
# Drouin, Simon :: Montreal Neurological Institute
# Fan, Zhipeng :: Brigham and Women's Hospital
# Fedorov, Andriy :: Brigham and Women's Hospital
# Fillion-Robin, Jean-Christophe :: Kitware, Inc.
# Fishbaugh, James :: New York University
# Frank, Tobias :: Leibniz Universität Hannover
# Frisken, Sarah :: Brigham and Women's Hospital
# García Mato, David :: Queen´s University / Universidad Carlos III de Madrid
# Ghafoorian, Mohsen :: Brigham and Women's Hospital
# Ghosh, Satrajit :: Massachusetts Institute of Technology
# Girault, Alexis :: Kitware, Inc.
# Golland, Polina :: Massachusetts Institute of Technology
# Gollub, Randy :: Massachusetts General Hospital
# Goncalves, Mathias :: Massachusetts Institute of Technology
# Gong, Shun :: Brigham and Women's Hospital
# Guerrier de Dumast, Priscille :: University of Michigan
# Halle, Michael :: Brigham and Women's Hospital
# Harris, Gordon :: Massachusetts General Hospital
# Helba, Brian :: Kitware, Inc.
# Herz, Christian :: Brigham and Women's Hospital
# Hong, Sungmin :: New York University
# Hosny, Ahmed :: Dana-Farber
# Jagadeesan, Jayender :: Brigham and Women's Hospital
# Jarecka, Dorota :: Massachusetts Institute of Technology
# Jensen, Henrik G. :: University of Copenhagen
# Kaczmarzyk, Jakub :: Massachusetts Institute of Technology
# Kapur, Tina :: Brigham and Women's Hospital
# Kennedy, David :: UMass Medical School
# Kikinis, Ron :: Brigham and Women's Hospital
# Lasso, Andras :: PerkLab, Queen's University
# Lauer, Rebekka :: Humboldt University Berlin
# Lisle, Curtis :: KnowledgeVis, LLC
# Mastrogiacomo, Katie :: Brigham and Women's Hospital
# Mateus, D. :: TUM
# Mehrtash, Alireza :: Brigham and Women's Hospital
# Meine, Hans :: University of Bremen
# Meyer, Anneke :: University of Magdeburg
# Miller, James :: GE Research
# Mirabel, Clement :: University of Michigan
# Nitsch, Jennifer :: University of Bremen
# Norton, Isaiah :: Brigham and Women's Hospital
# O'Donnell, Lauren :: Brigham and Women's Hospital
# Oram, Louise :: The Intervention Centre-Oslo University Hospital
# Padhy, Smruti :: Massachusetts Institute of Technology
# Paniagua, Beatriz :: Kitware, Inc.
# Parmar, Chintan :: DFCI-Harvard Medical School
# Peled, Sharon :: Brigham and Women's Hospital
# Pieper, Steve :: Isomics, Inc.
# Pinter, Csaba :: Queen's University
# Preiswerk, Frank :: Brigham and Women's Hospital/Harvard Medical School
# Prieto, Juan :: NIRAL
# Pujol, Sonia :: Brigham and Women's Hospital/Harvard Medical School
# Rankin, Adam :: Robarts Research Institute
# Rheault, Francois :: Université de Sherbrooke
# Roethe, Anna :: Humboldt University / Charité University Hospital Berlin
# Szczepankiewicz, Filip :: Lund University
# Sharp, Gregory :: Massachusetts General Hospital
# Sridharan, Patmaa :: University of Pennsylvania-CBICA
# Szasz, Teodora :: University of Chicago
# Unadkat, Prashin :: Brigham and Women's Hospital
# Van Griethuysen , Joost :: Netherlands Cancer Institute
# Vidyaratne, Lasitha :: Old Dominion University
# Wang, Yaofei :: Brigham and Women's Hospital
# Wang, Ziyang :: Brigham and Women's Hospital
# Wei, Dawei :: Brigham and Women's Hospital
# Westin, Carl-Fredrik :: Brigham and Women's Hospital, Harvard Medical School
# Xu, Wanxin :: Brigham and Women's Hospital
# Yang, Yixin :: Brigham and Women's Hospital
# Ye, Wu :: Brigham and Women's Hospital
# Zaffino, Paolo :: Magna Graecia University of Catanzaro, Italy
# Zeleznik, Roman :: DFCI
# Zhang, Fan :: Brigham and Women's Hospital
# Zhang, Miaomiao :: Massachusetts Institute of Technology
# Zhang, Yuqian :: Brigham and Women's Hospital
# Zhou, Haoyin :: Brigham and Women's Hospital
# Ziegler, Erik :: Open Health Imaging Foundation/Mass General Hospital

2017 Winter Project Week/Diffusely abnormal white matter segmentation with 3d U-net

2017-01-06T23:33:12Z

Mohsen.ghafoorian: /* Project Description */

==Key Investigators==

* Mohsen Ghafoorian (BWH, Radboud University)
* Bram Platel (Radboud University)
* Sandy Wells (BWH)
* Tina Kapur (BWH)
* Sandy Wells (BWH)

==Project Description==
{| class="wikitable"
! style="text-align: left; width:27%" | Objective
! style="text-align: left; width:27%" | Approach and Plan
! style="text-align: left; width:27%" | Progress and Next Steps
|- style="vertical-align:top;"
|

* Develope an automated system that accurately segments diffusely abnormal white matter
|

* We would like to use the 3D unet that is shown to be a great architecture for biomedical image segmentation.
|

*
|}

2017 Winter Project Week/Diffusely abnormal white matter segmentation with 3d U-net

2017-01-06T23:30:18Z

Mohsen.ghafoorian: /* Key Investigators */

==Key Investigators==

* Mohsen Ghafoorian (BWH, Radboud University)
* Bram Platel (Radboud University)
* Sandy Wells (BWH)
* Tina Kapur (BWH)
* Sandy Wells (BWH)

==Project Description==
{| class="wikitable"
! style="text-align: left; width:27%" | Objective
! style="text-align: left; width:27%" | Approach and Plan
! style="text-align: left; width:27%" | Progress and Next Steps
|- style="vertical-align:top;"
|

* Develop the client side as a Slicer extension.
* Develop the server side.
* Train a diabetic retinopathy classifier and add the model to the DeepInfer model repository.
|

*
|

*
|}

2017 Winter Project Week/Diffusely abnormal white matter segmentation with 3d U-net

2017-01-06T23:29:52Z

Mohsen.ghafoorian: Created page with "==Key Investigators==  * Mohsen Ghafoorian (BWH, Radboud University) * Bram Platel (Radboud University..."

2017 Winter Project Week

2017-01-06T23:25:33Z

Mohsen.ghafoorian: /* Learning and GPUs */

__NOTOC__
[[image:PW-Winter2017.png|300px]]

=Welcome to the web page for the 24th Project Week!=

The 24th NA-MIC Project Week open source hackathon is being held during the week of January 9-13, 2017 at MIT. Please go through this page for information, and if you have questions, please contact [https://www.spl.harvard.edu/pages/People/tkapur Tina Kapur, PhD].

==Logistics==

*'''Dates:''' January 9-13, 2017.
*'''Location:''' [https://www.google.com/maps/place/MIT:+Computer+Science+and+Artificial+Intelligence+Laboratory/@42.361864,-71.090563,16z/data=!4m2!3m1!1s0x0:0x303ada1e9664dfed?hl=en MIT CSAIL], Cambridge, MA. (Rooms: [[MIT_Project_Week_Rooms#Kiva|Kiva]], R&D)
*'''Transportation:''' Public transportation is highly encouraged, as no parking permits will be issued by MIT. For a list of local garages, please see [http://web.mit.edu/facilities/transportation/parking/visitors/public_parking.html here]
*'''REGISTRATION:''' Register [https://www.regonline.com/2017projectweek here]. Registration Fee: $330.
*'''Hotel:''' Similar to previous years, no rooms have been blocked in a particular hotel.
*'''Next Project Week:'''' [http://wiki.na-mic.org/Wiki/index.php/2017_Summer_Project_Week June 26-30, 2017, Catanzaro, Italy]

== Introduction ==
The National Alliance for Medical Image Computing (NAMIC), was founded in 2005 and chartered with building a computational infrastructure to support biomedical research as part of the NIH funded [http://www.ncbcs.org/ NCBC] program. The work of this alliance has resulted in important progress in algorithmic research, an open source medical image computing platform [http://www.slicer.org 3D Slicer], enhancements to the underlying building blocks [http://www.vtk.org VTK], [http://www.itk.org ITK], [http://www.cmake.org CMake], and [http://www.cdash.org CDash], and the creation of a community of algorithm researchers, biomedical scientists and software engineers who are committed to open science. This community meets twice a year in an open source hackathon event called Project Week.

[[Engineering:Programming_Events|Project Week]] is a semi-annual open source hackathon which draws 60-120 researchers. As of August 2014, it is a [http://www.miccai.org/organization MICCAI] endorsed event. The participants work collaboratively on open-science solutions for problems that lie on the interfaces of the fields of computer science, mechanical engineering, biomedical engineering, and medicine. In contrast to conventional conferences and workshops the primary focus of the Project Weeks is to make progress in projects (as opposed to reporting about progress). The objective of the Project Weeks is to provide a venue for this community of medical open source software creators. Project Weeks are open to all, are publicly advertised, and are funded through fees paid by the attendees. Participants are encouraged to stay for the entire event.

Project Week activities: Everyone shows up with a project. Some people are working on the platform. Some people are developing algorithms. Some people are applying the tools to their research problems. We begin the week by introducing projects and connecting teams. We end the week by reporting progress. In addition to the ongoing working sessions, breakout sessions are organized ad-hoc on a variety of special topics. These topics include: discussions of software architecture, presentations of new features and approaches and topics such as Image-Guided Therapy.

Several funded projects use the Project Week as a place to convene and collaborate. These include [http://nac.spl.harvard.edu/ NAC], [http://www.ncigt.org/ NCIGT], [http://qiicr.org/ QIICR], and [http://ocairo.technainstitute.com/open-source-software-platforms-and-databases-for-the-adaptive-process/ OCAIRO].

A summary of all previous Project Events is available [[Project_Events#Past_Project_Weeks|here]].

Please make sure that you are on the NA-MIC Project Week [http://public.kitware.com/mailman/listinfo/na-mic-project-week mailing list]

==Conference Calls for Preparation==

Conference call phone number and notes are available [[TCONS:2017_Winter_Project_Week|here]].

==Calendar==

'''''The events are listed in the calendar below. Note that due to a current known limitation of our infrastructure, you will need to manually navigate to the week of January 8, 2017 to see the relevant events.''''' 

{{#widget:Google Calendar
|id=kitware.com_sb07i171olac9aavh46ir495c4@group.calendar.google.com
|timezone=America/New_York&dates=20170108%2F20170114
|title=NAMIC Winter Project Week
|view=WEEK
|dates=20170108/20170114
}}

iCal (.ics) link: https://calendar.google.com/calendar/ical/kitware.com_sb07i171olac9aavh46ir495c4%40group.calendar.google.com/public/basic.ics

='''Projects'''=

*Use this [[2017_Project_Week_Template | Updated Template for project pages]]

== Learning and GPUs ==
#[[2017 Winter Project Week/Needle Segmentation from MRI | Needle Segmentation from MRI]] (Ziyang Wang, Guillaume Pernelle, Paolo Zaffino, Tina Kapur)
# [[2017 Winter Project Week/OCM-MRI | Deep Learning for Synthetic MRI]] (Frank Preiswerk, Yaofei "Ada" Wang)
#[[2017 Winter Project Week/An open-source tool to classify TMJ OA condyles | An open-source tool to classify TMJ OA condyles]] (Priscille de Dumast, Juan Carlos Prieto, Beatriz Paniagua)
#[[2017 Winter Project Week/DeepInfer| DeepInfer: Open-source Deep Learning Deployment Toolkit]] (Alireza Mehrtash, Mehran Pesteie, Yang (Silvia) Yixin, Tina Kapur, Sandy Wells, Purang Abolmaesumi, Andriy Fedorov)
#[[2017 Winter Project Week/Evaluate Deep Learning for binary cancer legion classification | Evaluate Deep Learning for binary cancer lesion classification]] (Curt Lisle)
#[[2017 Winter Project Week/Diffusely abnormal white matter segmentation with 3d U-net| Diffusely abnormal white matter segmentation with 3d U-net]] (Mohsen Ghafoorrian, Bram Platel, Sandy Wells, Tina Kapur)

== Web Technologies ==
#[[2017_Winter_Project_Week/WebTechnologyAndSlicer| Web Technology and Slicer]] (Steve Pieper, Erik Zeigler, Curt Lisle, Satra Ghosh, Hans Meine)
#[[2017 Winter Project Week/Slicer Qt5 and Python3 | Slicer Qt5 and Python3]] (Steve Pieper, Jean-Christophe Fillion-Robin, Andras Lasso, Andrey Fedorov)
#[[2017_Winter_Project_Week/OAuth2SlicerPathology | OAuth2.0 authentication in SlicerPathology]] (Erich Bremer, Steve Pieper)
#[[Explore integration of Web-based imaging workflows with Slicer | Explore integration of Web-based imaging workflows with Slicer ]] (Curt Lisle, Satra Gosh, Steve Peiper)
#[[2017 Winter Project Week/IPFS_NoSQL_Combination | IPFS and NoSQL for cloud databases]] (Hans Meine, Steve Pieper)
#[[2017 Winter Project Week/Web-based system to federate biological, clinical and morphological data | Web-based system to federate biological, clinical and morphological data]] (Juan Carlos Prieto, Clément Mirabel)
#[[2017 Winter Project Week/Electron App to add, navigate and visualize DICOM images | Electron App to add, navigate and visualize DICOM images]] (Smruti Padhy, Satrajit Ghosh, Mathias Goncalves)
#[[2017 Winter Project Week/AMI: A 3D Medical Imaging Javascript Library | AMI: A 3D Medical Imaging Javascript Library]] (Rudolph Pienaar)

== IGT: Navigation, Robotics, Surgical Planning ==
#[[2017 Winter Project Week/Tracked Ultrasound Standardization | Tracked Ultrasound Standardization III: The Refining]] (Andras Lasso, Simon Drouin, Junichi Tokuda, Longquan Chen, Adam Rankin, Janne Beate Bakeng)
#[[2017 Winter Project Week/ROS Surface Scan | ROS Surface Scan]] (Tobias Frank, Junichi Tokuda, Longquan Chen)
#[[2017 Winter Project Week/Open_Source_Electromagnetic_Trackers | Open Source Electromagnetic Trackers]] (Peter Traneus Anderson)
#[[2017 Winter Project Week/OpenIGTLink for the Communications of Robotics Devices: Adding Kuka LWR connection to MeVisLab | OpenIGTLink for the Communications of Robotics Devices: Adding Kuka LWR connection to MeVisLab ]] (Scheherazade Kraß (Shery), Junichi Tokuda, Longquan Chen, )
#[[2017 Winter Project Week/LiverResectionPlanning | Liver resection planning extension]] (Louise Oram, Andrey Fedorov, Christian Herz, Andras Lasso)
#[[2017 Winter Project Week/ProstateSectorSegmentation | Prostate Gland Sector Segmentation]] (Anneke Meyer, Andrey Fedorov)
#[[2017 Winter Project Week/Multi-ModalitySegmentationOfUSandMRImagesForGliomaSurgery | Multi-Modality Segmentation of US- and MR-Images for Glioma Surgery]] (Jennifer Nitsch)
#[[2017 Winter Project Week/MeningiomaSegmentation | Segmentation of meningiomas in structural MR images]] (Satrajit Ghosh, Omar Arnaout)
#[[2017 Winter Project Week/CoronarySegmentationTool| Automatic and Manual Segmentation Tool of Coronary Artery from CTA imaging]] (Haoyin Zhou, Jayender Jagadeesan)

==dMRI==
#[[2017 Winter Project Week/WhiteMatterAnalysis | WhiteMatterAnalysis New Module and Documentation]] (Fan Zhang, Shun Gong, Isaiah Norton, Ye Wu, Lauren J. O'Donnell)
#[[2017 Winter Project Week/LORDWI | Density-based DMRI registration ]] (Henrik Groenholt Jensen, Lauren J. O'Donnell, Tina Kapur, Fan Zhang, Carl-Fredrik Westin)
#[[2017 Winter Project Week/SlicerDMRIDocumentationAndTesting | SlicerDMRI Testing and Documentation]] (Isaiah Norton, Fan Zhang, Shun Gong, Ye Wu, Lauren J. O'Donnell)
#[[2017 Winter Project Week/DiPy_in_Slicer | DiPy integration in Slicer]] (Isaiah Norton, Lauren J. O'Donnell)
#[[2017 Winter Project Week/DWI_Similarity_Metrics | Identification of information-rich patches in Diffusion-Weighted Images]] (Laurent Chauvin, Fan Zhang, Lauren J. O'Donnell, Matthew Toews)

==Quantitative Imaging Informatics==
#[[2017 Winter Project Week/dcmqi | dcmqi library and DICOM QuantitativeReporting]] (Andrey Fedorov, Christian Herz, JC, Steve Pieper)
#[[2017 Winter Project Week/PyRadiomics | PyRadiomics library ]] (Joost van Griethuysen, Hugo Aerts, Andrey Fedorov, Steve Pieper, Jean-Christope Fillion-Robin)
#[[2017 Winter Project Week/PkModeling | PkModeling - DCE Modeling Accuracy and UI/UX Update]] (Andrew Beers)
#[[2017 Winter Project Week/SegWithSubtractionAndModel| Manual Segmentation Module w/ Subtraction Maps + Delaunay Models]] (Andrew Beers)

== Visualization ==
#[[2017 Winter Project Week/Slicer_HoloLens | Slicer & HoloLens]] (Adam Rankin, Andras Lasso)

== Infrastructure ==
#[[2017 Winter Project Week/SubjectHierarchyRefactoring | Subject hierarchy single-node refactoring]] (Csaba Pinter)
#[[2017 Winter Project Week/SlicerGeometryModifier | Slicer support for interactive modification of 3D models ]] (Johan Andruejol, Beatriz Paniagua, Andras Lasso)
#[[2017 Winter Project Week/UpdatingCommunityForums | Updating Community Forums (Discourse, GitHub, Gitter, ???)]] (Andrey Fedorov, Andras Lasso, Steve Pieper, Mike Halle, Isaiah Norton, and The Community)
#[[2017 Winter Project Week/Support_for_volumetric_meshes | Support for volumetric meshes ]] (Alexis Girault, Curtis Lisle, Steve Piper)
#[[2017 Winter Project Week/Improve_Matlab_integration | Improve Matlab integration ]] (Alexis Girault, Andras Lasso)
#[[2017 Winter Project Week/Plastimatch19 | Upgrade Plastimatch extension ]] (Greg Sharp)

==Shape Analysis==
#[[2017 Winter Project Week/SlicerShape | Slicer for Shape Analysis ]] (Beatriz Paniagua)
#[[2017 Winter Project Week/MandibularRegression | Mandibular Shape Regression ]] (Beatriz Paniagua, James Fishbaugh)

==To be Categorized==
#[[2017 Winter Project Week/HyperspectralOpht | Slicer for Hyperspectral Ophthalmology Analysis ]] (Sungmin Hong)
#[[2017 Winter Project Week/GeodesicSegmentationandLungtumorAnalysis| Geodesic Segmentation and Lung tumor Analysis]] (Patmaa S, Sarthak Pati, Ratheesh k, Mark B, Yong F, Despina K, Ragini V, Christos D)
#[[2017 Winter Project Week/2017TutorialContest| Tutorial contest]] (Sonia Pujol)

= '''Registrants''' =

Do not add your name to this list - it is maintained by the organizers based on your paid registration. To register, visit this [https://www.regonline.com/2017projectweek registration site].

# Aman Shboul, Zaina :: Old Dominion University
# Aerts, Hugo :: DFCI-Harvard
# Alam, Mahbubul :: Old Dominion University
# Anderson, Peter :: Retired
# Andruejol, Johan :: Kitware, Inc.
# Bakeng, Janne Beate :: SINTEF
# Beers, Andrew :: Massachusetts General Hospital
# Bernal Rusiel, Jorge Luis :: Boston Children's Hospital
# Bremer, Erich :: Stony Brook University
# Burke, Brice :: American University of Antigua College of Medicine
# Cetin Karayumak, Suheyla :: Brigham and Women's Hospital
# Chae, Michael :: Monash University
# Chauvin, Laurent :: ETS
# Dalca, Adrian :: Massachusetts Institute of Technology
# DiPrima, Tammy :: Stony Brook University
# Drouin, Simon :: Montreal Neurological Institute
# Fan, Zhipeng :: Brigham and Women's Hospital
# Fedorov, Andriy :: Brigham and Women's Hospital
# Fillion-Robin, Jean-Christophe :: Kitware, Inc.
# Fishbaugh, James :: New York University
# Frank, Tobias :: Leibniz Universität Hannover
# Frisken, Sarah :: Brigham and Women's Hospital
# García Mato, David :: Queen´s University / Universidad Carlos III de Madrid
# Ghafoorian, Mohsen :: Brigham and Women's Hospital
# Ghosh, Satrajit :: Massachusetts Institute of Technology
# Girault, Alexis :: Kitware, Inc.
# Golland, Polina :: Massachusetts Institute of Technology
# Gollub, Randy :: Massachusetts General Hospital
# Goncalves, Mathias :: Massachusetts Institute of Technology
# Gong, Shun :: Brigham and Women's Hospital
# Guerrier de Dumast, Priscille :: University of Michigan
# Harris, Gordon :: Massachusetts General Hospital
# Helba, Brian :: Kitware, Inc.
# Herz, Christian :: Brigham and Women's Hospital
# Hong, Sungmin :: New York University
# Hosny, Ahmed :: Dana-Farber
# Jagadeesan, Jayender :: Brigham and Women's Hospital
# Jarecka, Dorota :: Massachusetts Institute of Technology
# Jensen, Henrik G. :: University of Copenhagen
# Kaczmarzyk, Jakub :: Massachusetts Institute of Technology
# Kapur, Tina :: Brigham and Women's Hospital
# Kennedy, David :: UMass Medical School
# Kikinis, Ron :: Brigham and Women's Hospital
# Lasso, Andras :: PerkLab, Queen's University
# Lauer, Rebekka :: Humboldt University Berlin
# Lisle, Curtis :: KnowledgeVis, LLC
# Mastrogiacomo, Katie :: Brigham and Women's Hospital
# Mateus, D. :: TUM
# Mehrtash, Alireza :: Brigham and Women's Hospital
# Meine, Hans :: University of Bremen
# Meyer, Anneke :: University of Magdeburg
# Miller, James :: GE Research
# Mirabel, Clement :: University of Michigan
# Nitsch, Jennifer :: University of Bremen
# Norton, Isaiah :: Brigham and Women's Hospital
# O'Donnell, Lauren :: Brigham and Women's Hospital
# Oram, Louise :: The Intervention Centre-Oslo University Hospital
# Padhy, Smruti :: Massachusetts Institute of Technology
# Paniagua, Beatriz :: Kitware, Inc.
# Parmar, Chintan :: DFCI-Harvard Medical School
# Peled, Sharon :: Brigham and Women's Hospital
# Pieper, Steve :: Isomics, Inc.
# Pinter, Csaba :: Queen's University
# Preiswerk, Frank :: Brigham and Women's Hospital/Harvard Medical School
# Pujol, Sonia :: Brigham and Women's Hospital/Harvard Medical School
# Rankin, Adam :: Robarts Research Institute
# Rheault, Francois :: Université de Sherbrooke
# Roethe, Anna :: Humboldt University / Charité University Hospital Berlin
# Sharp, Gregory :: Massachusetts General Hospital
# Sridharan, Patmaa :: University of Pennsylvania-CBICA
# Szasz, Teodora :: University of Chicago
# Unadkat, Prashin :: Brigham and Women's Hospital
# Van Griethuysen , Joost :: Netherlands Cancer Institute
# Vidyaratne, Lasitha :: Old Dominion University
# Wang, Yaofei :: Brigham and Women's Hospital
# Wang, Ziyang :: Brigham and Women's Hospital
# Wei, Dawei :: Brigham and Women's Hospital
# Westin, Carl-Fredrik :: Brigham and Women's Hospital, Harvard Medical School
# Xu, Wanxin :: Brigham and Women's Hospital
# Yang, Yixin :: Brigham and Women's Hospital
# Ye, Wu :: Brigham and Women's Hospital
# Zaffino, Paolo :: Magna Graecia University of Catanzaro, Italy
# Zeleznik, Roman :: DFCI
# Zhang, Fan :: Brigham and Women's Hospital
# Zhang, Miaomiao :: Massachusetts Institute of Technology
# Zhang, Yuqian :: Brigham and Women's Hospital
# Zhou, Haoyin :: Brigham and Women's Hospital
# Ziegler, Erik :: Open Health Imaging Foundation/Mass General Hospital

2017 Winter Project Week

2017-01-06T23:25:03Z

Mohsen.ghafoorian: /* Learning and GPUs */

__NOTOC__
[[image:PW-Winter2017.png|300px]]

=Welcome to the web page for the 24th Project Week!=

The 24th NA-MIC Project Week open source hackathon is being held during the week of January 9-13, 2017 at MIT. Please go through this page for information, and if you have questions, please contact [https://www.spl.harvard.edu/pages/People/tkapur Tina Kapur, PhD].

==Logistics==

*'''Dates:''' January 9-13, 2017.
*'''Location:''' [https://www.google.com/maps/place/MIT:+Computer+Science+and+Artificial+Intelligence+Laboratory/@42.361864,-71.090563,16z/data=!4m2!3m1!1s0x0:0x303ada1e9664dfed?hl=en MIT CSAIL], Cambridge, MA. (Rooms: [[MIT_Project_Week_Rooms#Kiva|Kiva]], R&D)
*'''Transportation:''' Public transportation is highly encouraged, as no parking permits will be issued by MIT. For a list of local garages, please see [http://web.mit.edu/facilities/transportation/parking/visitors/public_parking.html here]
*'''REGISTRATION:''' Register [https://www.regonline.com/2017projectweek here]. Registration Fee: $330.
*'''Hotel:''' Similar to previous years, no rooms have been blocked in a particular hotel.
*'''Next Project Week:'''' [http://wiki.na-mic.org/Wiki/index.php/2017_Summer_Project_Week June 26-30, 2017, Catanzaro, Italy]

== Introduction ==
The National Alliance for Medical Image Computing (NAMIC), was founded in 2005 and chartered with building a computational infrastructure to support biomedical research as part of the NIH funded [http://www.ncbcs.org/ NCBC] program. The work of this alliance has resulted in important progress in algorithmic research, an open source medical image computing platform [http://www.slicer.org 3D Slicer], enhancements to the underlying building blocks [http://www.vtk.org VTK], [http://www.itk.org ITK], [http://www.cmake.org CMake], and [http://www.cdash.org CDash], and the creation of a community of algorithm researchers, biomedical scientists and software engineers who are committed to open science. This community meets twice a year in an open source hackathon event called Project Week.

[[Engineering:Programming_Events|Project Week]] is a semi-annual open source hackathon which draws 60-120 researchers. As of August 2014, it is a [http://www.miccai.org/organization MICCAI] endorsed event. The participants work collaboratively on open-science solutions for problems that lie on the interfaces of the fields of computer science, mechanical engineering, biomedical engineering, and medicine. In contrast to conventional conferences and workshops the primary focus of the Project Weeks is to make progress in projects (as opposed to reporting about progress). The objective of the Project Weeks is to provide a venue for this community of medical open source software creators. Project Weeks are open to all, are publicly advertised, and are funded through fees paid by the attendees. Participants are encouraged to stay for the entire event.

Project Week activities: Everyone shows up with a project. Some people are working on the platform. Some people are developing algorithms. Some people are applying the tools to their research problems. We begin the week by introducing projects and connecting teams. We end the week by reporting progress. In addition to the ongoing working sessions, breakout sessions are organized ad-hoc on a variety of special topics. These topics include: discussions of software architecture, presentations of new features and approaches and topics such as Image-Guided Therapy.

Several funded projects use the Project Week as a place to convene and collaborate. These include [http://nac.spl.harvard.edu/ NAC], [http://www.ncigt.org/ NCIGT], [http://qiicr.org/ QIICR], and [http://ocairo.technainstitute.com/open-source-software-platforms-and-databases-for-the-adaptive-process/ OCAIRO].

A summary of all previous Project Events is available [[Project_Events#Past_Project_Weeks|here]].

Please make sure that you are on the NA-MIC Project Week [http://public.kitware.com/mailman/listinfo/na-mic-project-week mailing list]

==Conference Calls for Preparation==

Conference call phone number and notes are available [[TCONS:2017_Winter_Project_Week|here]].

==Calendar==

'''''The events are listed in the calendar below. Note that due to a current known limitation of our infrastructure, you will need to manually navigate to the week of January 8, 2017 to see the relevant events.''''' 

{{#widget:Google Calendar
|id=kitware.com_sb07i171olac9aavh46ir495c4@group.calendar.google.com
|timezone=America/New_York&dates=20170108%2F20170114
|title=NAMIC Winter Project Week
|view=WEEK
|dates=20170108/20170114
}}

iCal (.ics) link: https://calendar.google.com/calendar/ical/kitware.com_sb07i171olac9aavh46ir495c4%40group.calendar.google.com/public/basic.ics

='''Projects'''=

*Use this [[2017_Project_Week_Template | Updated Template for project pages]]

== Learning and GPUs ==
#[[2017 Winter Project Week/Needle Segmentation from MRI | Needle Segmentation from MRI]] (Ziyang Wang, Guillaume Pernelle, Paolo Zaffino, Tina Kapur)
# [[2017 Winter Project Week/OCM-MRI | Deep Learning for Synthetic MRI]] (Frank Preiswerk, Yaofei "Ada" Wang)
#[[2017 Winter Project Week/An open-source tool to classify TMJ OA condyles | An open-source tool to classify TMJ OA condyles]] (Priscille de Dumast, Juan Carlos Prieto, Beatriz Paniagua)
#[[2017 Winter Project Week/DeepInfer| DeepInfer: Open-source Deep Learning Deployment Toolkit]] (Alireza Mehrtash, Mehran Pesteie, Yang (Silvia) Yixin, Tina Kapur, Sandy Wells, Purang Abolmaesumi, Andriy Fedorov)
#[[2017 Winter Project Week/Evaluate Deep Learning for binary cancer legion classification | Evaluate Deep Learning for binary cancer lesion classification]] (Curt Lisle)
#[[2017 Winter Project Week/Diffusely abnormal white matter segmentation with 3d U-net| Diffusely abnormal white matter segmentation with 3d U-net (Mohsen Ghafoorrian, Bram Platel, Sandy Wells, Tina Kapur)]]

== Web Technologies ==
#[[2017_Winter_Project_Week/WebTechnologyAndSlicer| Web Technology and Slicer]] (Steve Pieper, Erik Zeigler, Curt Lisle, Satra Ghosh, Hans Meine)
#[[2017 Winter Project Week/Slicer Qt5 and Python3 | Slicer Qt5 and Python3]] (Steve Pieper, Jean-Christophe Fillion-Robin, Andras Lasso, Andrey Fedorov)
#[[2017_Winter_Project_Week/OAuth2SlicerPathology | OAuth2.0 authentication in SlicerPathology]] (Erich Bremer, Steve Pieper)
#[[Explore integration of Web-based imaging workflows with Slicer | Explore integration of Web-based imaging workflows with Slicer ]] (Curt Lisle, Satra Gosh, Steve Peiper)
#[[2017 Winter Project Week/IPFS_NoSQL_Combination | IPFS and NoSQL for cloud databases]] (Hans Meine, Steve Pieper)
#[[2017 Winter Project Week/Web-based system to federate biological, clinical and morphological data | Web-based system to federate biological, clinical and morphological data]] (Juan Carlos Prieto, Clément Mirabel)
#[[2017 Winter Project Week/Electron App to add, navigate and visualize DICOM images | Electron App to add, navigate and visualize DICOM images]] (Smruti Padhy, Satrajit Ghosh, Mathias Goncalves)
#[[2017 Winter Project Week/AMI: A 3D Medical Imaging Javascript Library | AMI: A 3D Medical Imaging Javascript Library]] (Rudolph Pienaar)

== IGT: Navigation, Robotics, Surgical Planning ==
#[[2017 Winter Project Week/Tracked Ultrasound Standardization | Tracked Ultrasound Standardization III: The Refining]] (Andras Lasso, Simon Drouin, Junichi Tokuda, Longquan Chen, Adam Rankin, Janne Beate Bakeng)
#[[2017 Winter Project Week/ROS Surface Scan | ROS Surface Scan]] (Tobias Frank, Junichi Tokuda, Longquan Chen)
#[[2017 Winter Project Week/Open_Source_Electromagnetic_Trackers | Open Source Electromagnetic Trackers]] (Peter Traneus Anderson)
#[[2017 Winter Project Week/OpenIGTLink for the Communications of Robotics Devices: Adding Kuka LWR connection to MeVisLab | OpenIGTLink for the Communications of Robotics Devices: Adding Kuka LWR connection to MeVisLab ]] (Scheherazade Kraß (Shery), Junichi Tokuda, Longquan Chen, )
#[[2017 Winter Project Week/LiverResectionPlanning | Liver resection planning extension]] (Louise Oram, Andrey Fedorov, Christian Herz, Andras Lasso)
#[[2017 Winter Project Week/ProstateSectorSegmentation | Prostate Gland Sector Segmentation]] (Anneke Meyer, Andrey Fedorov)
#[[2017 Winter Project Week/Multi-ModalitySegmentationOfUSandMRImagesForGliomaSurgery | Multi-Modality Segmentation of US- and MR-Images for Glioma Surgery]] (Jennifer Nitsch)
#[[2017 Winter Project Week/MeningiomaSegmentation | Segmentation of meningiomas in structural MR images]] (Satrajit Ghosh, Omar Arnaout)
#[[2017 Winter Project Week/CoronarySegmentationTool| Automatic and Manual Segmentation Tool of Coronary Artery from CTA imaging]] (Haoyin Zhou, Jayender Jagadeesan)

==dMRI==
#[[2017 Winter Project Week/WhiteMatterAnalysis | WhiteMatterAnalysis New Module and Documentation]] (Fan Zhang, Shun Gong, Isaiah Norton, Ye Wu, Lauren J. O'Donnell)
#[[2017 Winter Project Week/LORDWI | Density-based DMRI registration ]] (Henrik Groenholt Jensen, Lauren J. O'Donnell, Tina Kapur, Fan Zhang, Carl-Fredrik Westin)
#[[2017 Winter Project Week/SlicerDMRIDocumentationAndTesting | SlicerDMRI Testing and Documentation]] (Isaiah Norton, Fan Zhang, Shun Gong, Ye Wu, Lauren J. O'Donnell)
#[[2017 Winter Project Week/DiPy_in_Slicer | DiPy integration in Slicer]] (Isaiah Norton, Lauren J. O'Donnell)
#[[2017 Winter Project Week/DWI_Similarity_Metrics | Identification of information-rich patches in Diffusion-Weighted Images]] (Laurent Chauvin, Fan Zhang, Lauren J. O'Donnell, Matthew Toews)

==Quantitative Imaging Informatics==
#[[2017 Winter Project Week/dcmqi | dcmqi library and DICOM QuantitativeReporting]] (Andrey Fedorov, Christian Herz, JC, Steve Pieper)
#[[2017 Winter Project Week/PyRadiomics | PyRadiomics library ]] (Joost van Griethuysen, Hugo Aerts, Andrey Fedorov, Steve Pieper, Jean-Christope Fillion-Robin)
#[[2017 Winter Project Week/PkModeling | PkModeling - DCE Modeling Accuracy and UI/UX Update]] (Andrew Beers)
#[[2017 Winter Project Week/SegWithSubtractionAndModel| Manual Segmentation Module w/ Subtraction Maps + Delaunay Models]] (Andrew Beers)

== Visualization ==
#[[2017 Winter Project Week/Slicer_HoloLens | Slicer & HoloLens]] (Adam Rankin, Andras Lasso)

== Infrastructure ==
#[[2017 Winter Project Week/SubjectHierarchyRefactoring | Subject hierarchy single-node refactoring]] (Csaba Pinter)
#[[2017 Winter Project Week/SlicerGeometryModifier | Slicer support for interactive modification of 3D models ]] (Johan Andruejol, Beatriz Paniagua, Andras Lasso)
#[[2017 Winter Project Week/UpdatingCommunityForums | Updating Community Forums (Discourse, GitHub, Gitter, ???)]] (Andrey Fedorov, Andras Lasso, Steve Pieper, Mike Halle, Isaiah Norton, and The Community)
#[[2017 Winter Project Week/Support_for_volumetric_meshes | Support for volumetric meshes ]] (Alexis Girault, Curtis Lisle, Steve Piper)
#[[2017 Winter Project Week/Improve_Matlab_integration | Improve Matlab integration ]] (Alexis Girault, Andras Lasso)
#[[2017 Winter Project Week/Plastimatch19 | Upgrade Plastimatch extension ]] (Greg Sharp)

==Shape Analysis==
#[[2017 Winter Project Week/SlicerShape | Slicer for Shape Analysis ]] (Beatriz Paniagua)
#[[2017 Winter Project Week/MandibularRegression | Mandibular Shape Regression ]] (Beatriz Paniagua, James Fishbaugh)

==To be Categorized==
#[[2017 Winter Project Week/HyperspectralOpht | Slicer for Hyperspectral Ophthalmology Analysis ]] (Sungmin Hong)
#[[2017 Winter Project Week/GeodesicSegmentationandLungtumorAnalysis| Geodesic Segmentation and Lung tumor Analysis]] (Patmaa S, Sarthak Pati, Ratheesh k, Mark B, Yong F, Despina K, Ragini V, Christos D)
#[[2017 Winter Project Week/2017TutorialContest| Tutorial contest]] (Sonia Pujol)

= '''Registrants''' =

Do not add your name to this list - it is maintained by the organizers based on your paid registration. To register, visit this [https://www.regonline.com/2017projectweek registration site].

# Aman Shboul, Zaina :: Old Dominion University
# Aerts, Hugo :: DFCI-Harvard
# Alam, Mahbubul :: Old Dominion University
# Anderson, Peter :: Retired
# Andruejol, Johan :: Kitware, Inc.
# Bakeng, Janne Beate :: SINTEF
# Beers, Andrew :: Massachusetts General Hospital
# Bernal Rusiel, Jorge Luis :: Boston Children's Hospital
# Bremer, Erich :: Stony Brook University
# Burke, Brice :: American University of Antigua College of Medicine
# Cetin Karayumak, Suheyla :: Brigham and Women's Hospital
# Chae, Michael :: Monash University
# Chauvin, Laurent :: ETS
# Dalca, Adrian :: Massachusetts Institute of Technology
# DiPrima, Tammy :: Stony Brook University
# Drouin, Simon :: Montreal Neurological Institute
# Fan, Zhipeng :: Brigham and Women's Hospital
# Fedorov, Andriy :: Brigham and Women's Hospital
# Fillion-Robin, Jean-Christophe :: Kitware, Inc.
# Fishbaugh, James :: New York University
# Frank, Tobias :: Leibniz Universität Hannover
# Frisken, Sarah :: Brigham and Women's Hospital
# García Mato, David :: Queen´s University / Universidad Carlos III de Madrid
# Ghafoorian, Mohsen :: Brigham and Women's Hospital
# Ghosh, Satrajit :: Massachusetts Institute of Technology
# Girault, Alexis :: Kitware, Inc.
# Golland, Polina :: Massachusetts Institute of Technology
# Gollub, Randy :: Massachusetts General Hospital
# Goncalves, Mathias :: Massachusetts Institute of Technology
# Gong, Shun :: Brigham and Women's Hospital
# Guerrier de Dumast, Priscille :: University of Michigan
# Harris, Gordon :: Massachusetts General Hospital
# Helba, Brian :: Kitware, Inc.
# Herz, Christian :: Brigham and Women's Hospital
# Hong, Sungmin :: New York University
# Hosny, Ahmed :: Dana-Farber
# Jagadeesan, Jayender :: Brigham and Women's Hospital
# Jarecka, Dorota :: Massachusetts Institute of Technology
# Jensen, Henrik G. :: University of Copenhagen
# Kaczmarzyk, Jakub :: Massachusetts Institute of Technology
# Kapur, Tina :: Brigham and Women's Hospital
# Kennedy, David :: UMass Medical School
# Kikinis, Ron :: Brigham and Women's Hospital
# Lasso, Andras :: PerkLab, Queen's University
# Lauer, Rebekka :: Humboldt University Berlin
# Lisle, Curtis :: KnowledgeVis, LLC
# Mastrogiacomo, Katie :: Brigham and Women's Hospital
# Mateus, D. :: TUM
# Mehrtash, Alireza :: Brigham and Women's Hospital
# Meine, Hans :: University of Bremen
# Meyer, Anneke :: University of Magdeburg
# Miller, James :: GE Research
# Mirabel, Clement :: University of Michigan
# Nitsch, Jennifer :: University of Bremen
# Norton, Isaiah :: Brigham and Women's Hospital
# O'Donnell, Lauren :: Brigham and Women's Hospital
# Oram, Louise :: The Intervention Centre-Oslo University Hospital
# Padhy, Smruti :: Massachusetts Institute of Technology
# Paniagua, Beatriz :: Kitware, Inc.
# Parmar, Chintan :: DFCI-Harvard Medical School
# Peled, Sharon :: Brigham and Women's Hospital
# Pieper, Steve :: Isomics, Inc.
# Pinter, Csaba :: Queen's University
# Preiswerk, Frank :: Brigham and Women's Hospital/Harvard Medical School
# Pujol, Sonia :: Brigham and Women's Hospital/Harvard Medical School
# Rankin, Adam :: Robarts Research Institute
# Rheault, Francois :: Université de Sherbrooke
# Roethe, Anna :: Humboldt University / Charité University Hospital Berlin
# Sharp, Gregory :: Massachusetts General Hospital
# Sridharan, Patmaa :: University of Pennsylvania-CBICA
# Szasz, Teodora :: University of Chicago
# Unadkat, Prashin :: Brigham and Women's Hospital
# Van Griethuysen , Joost :: Netherlands Cancer Institute
# Vidyaratne, Lasitha :: Old Dominion University
# Wang, Yaofei :: Brigham and Women's Hospital
# Wang, Ziyang :: Brigham and Women's Hospital
# Wei, Dawei :: Brigham and Women's Hospital
# Westin, Carl-Fredrik :: Brigham and Women's Hospital, Harvard Medical School
# Xu, Wanxin :: Brigham and Women's Hospital
# Yang, Yixin :: Brigham and Women's Hospital
# Ye, Wu :: Brigham and Women's Hospital
# Zaffino, Paolo :: Magna Graecia University of Catanzaro, Italy
# Zeleznik, Roman :: DFCI
# Zhang, Fan :: Brigham and Women's Hospital
# Zhang, Miaomiao :: Massachusetts Institute of Technology
# Zhang, Yuqian :: Brigham and Women's Hospital
# Zhou, Haoyin :: Brigham and Women's Hospital
# Ziegler, Erik :: Open Health Imaging Foundation/Mass General Hospital

2017 Winter Project Week

2017-01-06T23:24:17Z

Mohsen.ghafoorian: /* Learning and GPUs */

__NOTOC__
[[image:PW-Winter2017.png|300px]]

=Welcome to the web page for the 24th Project Week!=

The 24th NA-MIC Project Week open source hackathon is being held during the week of January 9-13, 2017 at MIT. Please go through this page for information, and if you have questions, please contact [https://www.spl.harvard.edu/pages/People/tkapur Tina Kapur, PhD].

==Logistics==

*'''Dates:''' January 9-13, 2017.
*'''Location:''' [https://www.google.com/maps/place/MIT:+Computer+Science+and+Artificial+Intelligence+Laboratory/@42.361864,-71.090563,16z/data=!4m2!3m1!1s0x0:0x303ada1e9664dfed?hl=en MIT CSAIL], Cambridge, MA. (Rooms: [[MIT_Project_Week_Rooms#Kiva|Kiva]], R&D)
*'''Transportation:''' Public transportation is highly encouraged, as no parking permits will be issued by MIT. For a list of local garages, please see [http://web.mit.edu/facilities/transportation/parking/visitors/public_parking.html here]
*'''REGISTRATION:''' Register [https://www.regonline.com/2017projectweek here]. Registration Fee: $330.
*'''Hotel:''' Similar to previous years, no rooms have been blocked in a particular hotel.
*'''Next Project Week:'''' [http://wiki.na-mic.org/Wiki/index.php/2017_Summer_Project_Week June 26-30, 2017, Catanzaro, Italy]

== Introduction ==
The National Alliance for Medical Image Computing (NAMIC), was founded in 2005 and chartered with building a computational infrastructure to support biomedical research as part of the NIH funded [http://www.ncbcs.org/ NCBC] program. The work of this alliance has resulted in important progress in algorithmic research, an open source medical image computing platform [http://www.slicer.org 3D Slicer], enhancements to the underlying building blocks [http://www.vtk.org VTK], [http://www.itk.org ITK], [http://www.cmake.org CMake], and [http://www.cdash.org CDash], and the creation of a community of algorithm researchers, biomedical scientists and software engineers who are committed to open science. This community meets twice a year in an open source hackathon event called Project Week.

[[Engineering:Programming_Events|Project Week]] is a semi-annual open source hackathon which draws 60-120 researchers. As of August 2014, it is a [http://www.miccai.org/organization MICCAI] endorsed event. The participants work collaboratively on open-science solutions for problems that lie on the interfaces of the fields of computer science, mechanical engineering, biomedical engineering, and medicine. In contrast to conventional conferences and workshops the primary focus of the Project Weeks is to make progress in projects (as opposed to reporting about progress). The objective of the Project Weeks is to provide a venue for this community of medical open source software creators. Project Weeks are open to all, are publicly advertised, and are funded through fees paid by the attendees. Participants are encouraged to stay for the entire event.

Project Week activities: Everyone shows up with a project. Some people are working on the platform. Some people are developing algorithms. Some people are applying the tools to their research problems. We begin the week by introducing projects and connecting teams. We end the week by reporting progress. In addition to the ongoing working sessions, breakout sessions are organized ad-hoc on a variety of special topics. These topics include: discussions of software architecture, presentations of new features and approaches and topics such as Image-Guided Therapy.

Several funded projects use the Project Week as a place to convene and collaborate. These include [http://nac.spl.harvard.edu/ NAC], [http://www.ncigt.org/ NCIGT], [http://qiicr.org/ QIICR], and [http://ocairo.technainstitute.com/open-source-software-platforms-and-databases-for-the-adaptive-process/ OCAIRO].

A summary of all previous Project Events is available [[Project_Events#Past_Project_Weeks|here]].

Please make sure that you are on the NA-MIC Project Week [http://public.kitware.com/mailman/listinfo/na-mic-project-week mailing list]

==Conference Calls for Preparation==

Conference call phone number and notes are available [[TCONS:2017_Winter_Project_Week|here]].

==Calendar==

'''''The events are listed in the calendar below. Note that due to a current known limitation of our infrastructure, you will need to manually navigate to the week of January 8, 2017 to see the relevant events.''''' 

{{#widget:Google Calendar
|id=kitware.com_sb07i171olac9aavh46ir495c4@group.calendar.google.com
|timezone=America/New_York&dates=20170108%2F20170114
|title=NAMIC Winter Project Week
|view=WEEK
|dates=20170108/20170114
}}

iCal (.ics) link: https://calendar.google.com/calendar/ical/kitware.com_sb07i171olac9aavh46ir495c4%40group.calendar.google.com/public/basic.ics

='''Projects'''=

*Use this [[2017_Project_Week_Template | Updated Template for project pages]]

== Learning and GPUs ==
#[[2017 Winter Project Week/Needle Segmentation from MRI | Needle Segmentation from MRI]] (Ziyang Wang, Guillaume Pernelle, Paolo Zaffino, Tina Kapur)
# [[2017 Winter Project Week/OCM-MRI | Deep Learning for Synthetic MRI]] (Frank Preiswerk, Yaofei "Ada" Wang)
#[[2017 Winter Project Week/An open-source tool to classify TMJ OA condyles | An open-source tool to classify TMJ OA condyles]] (Priscille de Dumast, Juan Carlos Prieto, Beatriz Paniagua)
#[[2017 Winter Project Week/DeepInfer| DeepInfer: Open-source Deep Learning Deployment Toolkit]] (Alireza Mehrtash, Mehran Pesteie, Yang (Silvia) Yixin, Tina Kapur, Sandy Wells, Purang Abolmaesumi, Andriy Fedorov)
#[[2017 Winter Project Week/Evaluate Deep Learning for binary cancer legion classification | Evaluate Deep Learning for binary cancer lesion classification]] (Curt Lisle)
#[[2017 Winter Project Week/Diffusely abnormal white matter segmentation with 3d U-net| Diffusely abnormal white matter segmentation with 3d U-net (Mohsen Ghafoorrian, Bram Platel, Sandy Wells, Tina Kapur]]

== Web Technologies ==
#[[2017_Winter_Project_Week/WebTechnologyAndSlicer| Web Technology and Slicer]] (Steve Pieper, Erik Zeigler, Curt Lisle, Satra Ghosh, Hans Meine)
#[[2017 Winter Project Week/Slicer Qt5 and Python3 | Slicer Qt5 and Python3]] (Steve Pieper, Jean-Christophe Fillion-Robin, Andras Lasso, Andrey Fedorov)
#[[2017_Winter_Project_Week/OAuth2SlicerPathology | OAuth2.0 authentication in SlicerPathology]] (Erich Bremer, Steve Pieper)
#[[Explore integration of Web-based imaging workflows with Slicer | Explore integration of Web-based imaging workflows with Slicer ]] (Curt Lisle, Satra Gosh, Steve Peiper)
#[[2017 Winter Project Week/IPFS_NoSQL_Combination | IPFS and NoSQL for cloud databases]] (Hans Meine, Steve Pieper)
#[[2017 Winter Project Week/Web-based system to federate biological, clinical and morphological data | Web-based system to federate biological, clinical and morphological data]] (Juan Carlos Prieto, Clément Mirabel)
#[[2017 Winter Project Week/Electron App to add, navigate and visualize DICOM images | Electron App to add, navigate and visualize DICOM images]] (Smruti Padhy, Satrajit Ghosh, Mathias Goncalves)
#[[2017 Winter Project Week/AMI: A 3D Medical Imaging Javascript Library | AMI: A 3D Medical Imaging Javascript Library]] (Rudolph Pienaar)

== IGT: Navigation, Robotics, Surgical Planning ==
#[[2017 Winter Project Week/Tracked Ultrasound Standardization | Tracked Ultrasound Standardization III: The Refining]] (Andras Lasso, Simon Drouin, Junichi Tokuda, Longquan Chen, Adam Rankin, Janne Beate Bakeng)
#[[2017 Winter Project Week/ROS Surface Scan | ROS Surface Scan]] (Tobias Frank, Junichi Tokuda, Longquan Chen)
#[[2017 Winter Project Week/Open_Source_Electromagnetic_Trackers | Open Source Electromagnetic Trackers]] (Peter Traneus Anderson)
#[[2017 Winter Project Week/OpenIGTLink for the Communications of Robotics Devices: Adding Kuka LWR connection to MeVisLab | OpenIGTLink for the Communications of Robotics Devices: Adding Kuka LWR connection to MeVisLab ]] (Scheherazade Kraß (Shery), Junichi Tokuda, Longquan Chen, )
#[[2017 Winter Project Week/LiverResectionPlanning | Liver resection planning extension]] (Louise Oram, Andrey Fedorov, Christian Herz, Andras Lasso)
#[[2017 Winter Project Week/ProstateSectorSegmentation | Prostate Gland Sector Segmentation]] (Anneke Meyer, Andrey Fedorov)
#[[2017 Winter Project Week/Multi-ModalitySegmentationOfUSandMRImagesForGliomaSurgery | Multi-Modality Segmentation of US- and MR-Images for Glioma Surgery]] (Jennifer Nitsch)
#[[2017 Winter Project Week/MeningiomaSegmentation | Segmentation of meningiomas in structural MR images]] (Satrajit Ghosh, Omar Arnaout)
#[[2017 Winter Project Week/CoronarySegmentationTool| Automatic and Manual Segmentation Tool of Coronary Artery from CTA imaging]] (Haoyin Zhou, Jayender Jagadeesan)

==dMRI==
#[[2017 Winter Project Week/WhiteMatterAnalysis | WhiteMatterAnalysis New Module and Documentation]] (Fan Zhang, Shun Gong, Isaiah Norton, Ye Wu, Lauren J. O'Donnell)
#[[2017 Winter Project Week/LORDWI | Density-based DMRI registration ]] (Henrik Groenholt Jensen, Lauren J. O'Donnell, Tina Kapur, Fan Zhang, Carl-Fredrik Westin)
#[[2017 Winter Project Week/SlicerDMRIDocumentationAndTesting | SlicerDMRI Testing and Documentation]] (Isaiah Norton, Fan Zhang, Shun Gong, Ye Wu, Lauren J. O'Donnell)
#[[2017 Winter Project Week/DiPy_in_Slicer | DiPy integration in Slicer]] (Isaiah Norton, Lauren J. O'Donnell)
#[[2017 Winter Project Week/DWI_Similarity_Metrics | Identification of information-rich patches in Diffusion-Weighted Images]] (Laurent Chauvin, Fan Zhang, Lauren J. O'Donnell, Matthew Toews)

==Quantitative Imaging Informatics==
#[[2017 Winter Project Week/dcmqi | dcmqi library and DICOM QuantitativeReporting]] (Andrey Fedorov, Christian Herz, JC, Steve Pieper)
#[[2017 Winter Project Week/PyRadiomics | PyRadiomics library ]] (Joost van Griethuysen, Hugo Aerts, Andrey Fedorov, Steve Pieper, Jean-Christope Fillion-Robin)
#[[2017 Winter Project Week/PkModeling | PkModeling - DCE Modeling Accuracy and UI/UX Update]] (Andrew Beers)
#[[2017 Winter Project Week/SegWithSubtractionAndModel| Manual Segmentation Module w/ Subtraction Maps + Delaunay Models]] (Andrew Beers)

== Visualization ==
#[[2017 Winter Project Week/Slicer_HoloLens | Slicer & HoloLens]] (Adam Rankin, Andras Lasso)

== Infrastructure ==
#[[2017 Winter Project Week/SubjectHierarchyRefactoring | Subject hierarchy single-node refactoring]] (Csaba Pinter)
#[[2017 Winter Project Week/SlicerGeometryModifier | Slicer support for interactive modification of 3D models ]] (Johan Andruejol, Beatriz Paniagua, Andras Lasso)
#[[2017 Winter Project Week/UpdatingCommunityForums | Updating Community Forums (Discourse, GitHub, Gitter, ???)]] (Andrey Fedorov, Andras Lasso, Steve Pieper, Mike Halle, Isaiah Norton, and The Community)
#[[2017 Winter Project Week/Support_for_volumetric_meshes | Support for volumetric meshes ]] (Alexis Girault, Curtis Lisle, Steve Piper)
#[[2017 Winter Project Week/Improve_Matlab_integration | Improve Matlab integration ]] (Alexis Girault, Andras Lasso)
#[[2017 Winter Project Week/Plastimatch19 | Upgrade Plastimatch extension ]] (Greg Sharp)

==Shape Analysis==
#[[2017 Winter Project Week/SlicerShape | Slicer for Shape Analysis ]] (Beatriz Paniagua)
#[[2017 Winter Project Week/MandibularRegression | Mandibular Shape Regression ]] (Beatriz Paniagua, James Fishbaugh)

==To be Categorized==
#[[2017 Winter Project Week/HyperspectralOpht | Slicer for Hyperspectral Ophthalmology Analysis ]] (Sungmin Hong)
#[[2017 Winter Project Week/GeodesicSegmentationandLungtumorAnalysis| Geodesic Segmentation and Lung tumor Analysis]] (Patmaa S, Sarthak Pati, Ratheesh k, Mark B, Yong F, Despina K, Ragini V, Christos D)
#[[2017 Winter Project Week/2017TutorialContest| Tutorial contest]] (Sonia Pujol)

= '''Registrants''' =

Do not add your name to this list - it is maintained by the organizers based on your paid registration. To register, visit this [https://www.regonline.com/2017projectweek registration site].

# Aman Shboul, Zaina :: Old Dominion University
# Aerts, Hugo :: DFCI-Harvard
# Alam, Mahbubul :: Old Dominion University
# Anderson, Peter :: Retired
# Andruejol, Johan :: Kitware, Inc.
# Bakeng, Janne Beate :: SINTEF
# Beers, Andrew :: Massachusetts General Hospital
# Bernal Rusiel, Jorge Luis :: Boston Children's Hospital
# Bremer, Erich :: Stony Brook University
# Burke, Brice :: American University of Antigua College of Medicine
# Cetin Karayumak, Suheyla :: Brigham and Women's Hospital
# Chae, Michael :: Monash University
# Chauvin, Laurent :: ETS
# Dalca, Adrian :: Massachusetts Institute of Technology
# DiPrima, Tammy :: Stony Brook University
# Drouin, Simon :: Montreal Neurological Institute
# Fan, Zhipeng :: Brigham and Women's Hospital
# Fedorov, Andriy :: Brigham and Women's Hospital
# Fillion-Robin, Jean-Christophe :: Kitware, Inc.
# Fishbaugh, James :: New York University
# Frank, Tobias :: Leibniz Universität Hannover
# Frisken, Sarah :: Brigham and Women's Hospital
# García Mato, David :: Queen´s University / Universidad Carlos III de Madrid
# Ghafoorian, Mohsen :: Brigham and Women's Hospital
# Ghosh, Satrajit :: Massachusetts Institute of Technology
# Girault, Alexis :: Kitware, Inc.
# Golland, Polina :: Massachusetts Institute of Technology
# Gollub, Randy :: Massachusetts General Hospital
# Goncalves, Mathias :: Massachusetts Institute of Technology
# Gong, Shun :: Brigham and Women's Hospital
# Guerrier de Dumast, Priscille :: University of Michigan
# Harris, Gordon :: Massachusetts General Hospital
# Helba, Brian :: Kitware, Inc.
# Herz, Christian :: Brigham and Women's Hospital
# Hong, Sungmin :: New York University
# Hosny, Ahmed :: Dana-Farber
# Jagadeesan, Jayender :: Brigham and Women's Hospital
# Jarecka, Dorota :: Massachusetts Institute of Technology
# Jensen, Henrik G. :: University of Copenhagen
# Kaczmarzyk, Jakub :: Massachusetts Institute of Technology
# Kapur, Tina :: Brigham and Women's Hospital
# Kennedy, David :: UMass Medical School
# Kikinis, Ron :: Brigham and Women's Hospital
# Lasso, Andras :: PerkLab, Queen's University
# Lauer, Rebekka :: Humboldt University Berlin
# Lisle, Curtis :: KnowledgeVis, LLC
# Mastrogiacomo, Katie :: Brigham and Women's Hospital
# Mateus, D. :: TUM
# Mehrtash, Alireza :: Brigham and Women's Hospital
# Meine, Hans :: University of Bremen
# Meyer, Anneke :: University of Magdeburg
# Miller, James :: GE Research
# Mirabel, Clement :: University of Michigan
# Nitsch, Jennifer :: University of Bremen
# Norton, Isaiah :: Brigham and Women's Hospital
# O'Donnell, Lauren :: Brigham and Women's Hospital
# Oram, Louise :: The Intervention Centre-Oslo University Hospital
# Padhy, Smruti :: Massachusetts Institute of Technology
# Paniagua, Beatriz :: Kitware, Inc.
# Parmar, Chintan :: DFCI-Harvard Medical School
# Peled, Sharon :: Brigham and Women's Hospital
# Pieper, Steve :: Isomics, Inc.
# Pinter, Csaba :: Queen's University
# Preiswerk, Frank :: Brigham and Women's Hospital/Harvard Medical School
# Pujol, Sonia :: Brigham and Women's Hospital/Harvard Medical School
# Rankin, Adam :: Robarts Research Institute
# Rheault, Francois :: Université de Sherbrooke
# Roethe, Anna :: Humboldt University / Charité University Hospital Berlin
# Sharp, Gregory :: Massachusetts General Hospital
# Sridharan, Patmaa :: University of Pennsylvania-CBICA
# Szasz, Teodora :: University of Chicago
# Unadkat, Prashin :: Brigham and Women's Hospital
# Van Griethuysen , Joost :: Netherlands Cancer Institute
# Vidyaratne, Lasitha :: Old Dominion University
# Wang, Yaofei :: Brigham and Women's Hospital
# Wang, Ziyang :: Brigham and Women's Hospital
# Wei, Dawei :: Brigham and Women's Hospital
# Westin, Carl-Fredrik :: Brigham and Women's Hospital, Harvard Medical School
# Xu, Wanxin :: Brigham and Women's Hospital
# Yang, Yixin :: Brigham and Women's Hospital
# Ye, Wu :: Brigham and Women's Hospital
# Zaffino, Paolo :: Magna Graecia University of Catanzaro, Italy
# Zeleznik, Roman :: DFCI
# Zhang, Fan :: Brigham and Women's Hospital
# Zhang, Miaomiao :: Massachusetts Institute of Technology
# Zhang, Yuqian :: Brigham and Women's Hospital
# Zhou, Haoyin :: Brigham and Women's Hospital
# Ziegler, Erik :: Open Health Imaging Foundation/Mass General Hospital