Integration of Neural Network Algorithms - Revision history

Vmagnotta at 00:40, 7 January 2008

2008-01-07T00:40:38Z

Vmagnotta at 00:40, 7 January 2008

2008-01-07T00:40:24Z

Vmagnotta at 00:40, 7 January 2008

2008-01-07T00:40:04Z

Vmagnotta at 00:39, 7 January 2008

2008-01-07T00:39:31Z

Vmagnotta at 00:38, 7 January 2008

2008-01-07T00:38:35Z

Vmagnotta at 00:36, 7 January 2008

2008-01-07T00:36:02Z

Vmagnotta at 00:25, 7 January 2008

2008-01-07T00:25:58Z

Vmagnotta at 00:24, 7 January 2008

2008-01-07T00:24:45Z

Andy: Update from Wiki

2006-12-18T13:24:15Z

Update from Wiki

New page

'''Objective:'''

* Integrate artificial neural network segmentation into the NA-MIC kit for segmentation of upper extremity regions of interest.

'''Progress:'''

* Base algorithm has been developed using the [http://annie.sourceforge.net/ annie neural network library]
* Initial evaluation of this technique has been performed for phalanx bones.
* Need to rework ITK neural network libraries to allow the size of the network to be dynamic configured at run time instead of compile time

'''Key Investigators:'''

* Iowa: Nicole Grosland, Vincent Magnotta

'''Links:'''

← Older revision		Revision as of 00:40, 7 January 2008
Line 65:		Line 65:

	'''Figures:'''		'''Figures:'''
−	[[Image::ANN-Segmentation-Phalanx.jpg \|left\|thumb\|300px\|Comparison of the manual and ANN segmentations of the phalanx bones. Manual segmentations are shown in red and automated in blue.]]	+	[[Image:ANN-Segmentation-Phalanx.jpg \|left\|thumb\|300px\|Comparison of the manual and ANN segmentations of the phalanx bones. Manual segmentations are shown in red and automated in blue.]]

← Older revision		Revision as of 00:40, 7 January 2008
Line 65:		Line 65:

	'''Figures:'''		'''Figures:'''
−	[[ANN-Segmentation-Phalanx.jpg \|left\|thumb\|300px\|Comparison of the manual and ANN segmentations of the phalanx bones. Manual segmentations are shown in red and automated in blue.]]	+	[[Image::ANN-Segmentation-Phalanx.jpg \|left\|thumb\|300px\|Comparison of the manual and ANN segmentations of the phalanx bones. Manual segmentations are shown in red and automated in blue.]]

← Older revision		Revision as of 00:40, 7 January 2008
Line 65:		Line 65:

	'''Figures:'''		'''Figures:'''
−	[[ANN-Segmentation-Phalanx.jpg\|left\|thumb\|300px\|Comparison of the manual and ANN segmentations of the phalanx bones. Manual segmentations are shown in red and automated in blue.]]	+	[[ANN-Segmentation-Phalanx.jpg \|left\|thumb\|300px\|Comparison of the manual and ANN segmentations of the phalanx bones. Manual segmentations are shown in red and automated in blue.]]

← Older revision		Revision as of 00:39, 7 January 2008
Line 65:		Line 65:

	'''Figures:'''		'''Figures:'''
		+	[[ANN-Segmentation-Phalanx.jpg\|left\|thumb\|300px\|Comparison of the manual and ANN segmentations of the phalanx bones. Manual segmentations are shown in red and automated in blue.]]

← Older revision		Revision as of 00:38, 7 January 2008
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	*[http://www.springerlink.com/content/b15376vwx00v5088/ Automated Bony Region Identification Using Artificial Neural Networks: Reliability and Validation Measurements. Esther E. Gassman, Stephanie M. Powell, Nicole A. Kallemeyn, Kiran H. Shivanna, Vincent A. Magnotta, Brian D. Adams, Nicole M. Grosland. Skeletal Radiology]		*[http://www.springerlink.com/content/b15376vwx00v5088/ Automated Bony Region Identification Using Artificial Neural Networks: Reliability and Validation Measurements. Esther E. Gassman, Stephanie M. Powell, Nicole A. Kallemeyn, Kiran H. Shivanna, Vincent A. Magnotta, Brian D. Adams, Nicole M. Grosland. Skeletal Radiology]
	*[http://www.ccad.uiowa.edu/mimx Musculoskeletal Imaging, Modeling and Experimentation (MIMX)]		*[http://www.ccad.uiowa.edu/mimx Musculoskeletal Imaging, Modeling and Experimentation (MIMX)]
		+
		+	'''Figures:'''

@@ Line 19: / Line 19: @@
 * Iowa: Nicole DeVries, Nicole Grosland, Vincent Magnotta
 '''Links:'''
 *[http://www.springerlink.com/content/b15376vwx00v5088/ Automated Bony Region Identification Using Artificial Neural Networks: Reliability and Validation Measurements. Esther E. Gassman, Stephanie M. Powell, Nicole A. Kallemeyn, Kiran H. Shivanna, Vincent A. Magnotta, Brian D. Adams, Nicole M. Grosland. Skeletal Radiology]
 *[http://www.ccad.uiowa.edu/mimx Musculoskeletal Imaging, Modeling and Experimentation (MIMX)]

← Older revision		Revision as of 00:25, 7 January 2008
Line 22:		Line 22:
	'''Links:'''		'''Links:'''
	*[http://www.springerlink.com/content/b15376vwx00v5088/ Automated Bony Region Identification Using Artificial Neural Networks: Reliability and Validation Measurements. Esther E. Gassman, Stephanie M. Powell, Nicole A. Kallemeyn, Kiran H. Shivanna, Vincent A. Magnotta, Brian D. Adams, Nicole M. Grosland. Skeletal Radiology]		*[http://www.springerlink.com/content/b15376vwx00v5088/ Automated Bony Region Identification Using Artificial Neural Networks: Reliability and Validation Measurements. Esther E. Gassman, Stephanie M. Powell, Nicole A. Kallemeyn, Kiran H. Shivanna, Vincent A. Magnotta, Brian D. Adams, Nicole M. Grosland. Skeletal Radiology]
		+	*[http://www.ccad.uiowa.edu/mimx Musculoskeletal Imaging, Modeling and Experimentation (MIMX)]

@@ Line 6: / Line 6: @@
 * Base algorithm has been developed using the [http://annie.sourceforge.net/ annie neural network library]
 * Initial evaluation of this technique has been performed for phalanx bones.
 * Need to rework ITK neural network libraries to allow the size of the network to be dynamic configured at run time instead of compile time
 '''Key Investigators:'''
-* Iowa: Nicole Grosland, Vincent Magnotta
+* Iowa: Nicole DeVries, Nicole Grosland, Vincent Magnotta
 '''Links:'''