Difference between revisions of "2017 Winter Project Week/Deep Learning for Medical Image Computation"

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* 11 Projects that plan to use/investigate Deep Learning on Medical Images + clinical data
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* Hands-on Tutorial on using GPUs for Deep Learning (Abel Brown, Abdul Alhalabi) (Monday 3-5pm, 5:30-7pm)
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* Newly Launched MGH Clinical Data Science Center with focus on GPU and Machine Learning (Joshua Moore) (Monday 5-5:30pm)
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*Basic Concepts in Neural Network Methodology (Mohsen Ghafoorian) (Tuesday 1-3pm)
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*Tensorflow Workshop (Luis Ibanez) (Wednesday 10am-12pm)
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*Methodology Continued: Unet, Segmentation (Mohsen Ghafoorian) (Wednesday 3-3:45pm)
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*DeepInfer Extension Manager for  an Open Source Repository for Deep Learning networks (Alireza Mehrtash) (Wednesday 3:45-4pm)
 
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Revision as of 14:20, 9 January 2017

Home < 2017 Winter Project Week < Deep Learning for Medical Image Computation

Key Investigators

  • Tina Kapur, BWH/HMS
  • 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

Objective Approach and Plan Progress and Next Steps
  • 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
  • Hands-on Tutorial on using GPUs for Deep Learning (Abel Brown, Abdul Alhalabi) (Monday 3-5pm, 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