Machine Learning in Medical Imaging - Lecture Notes in Computer Science
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9783319248875, 9783319248882
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scholarly journals Longitudinal Patch-Based Segmentation of Multiple Sclerosis White Matter Lesions

2015 ◽  
pp. 194-202 ◽  
Author(s):  
Snehashis Roy ◽  
Aaron Carass ◽  
Jerry L. Prince ◽  
Dzung L. Pham
Keyword(s):  
Multiple Sclerosis ◽  
White Matter ◽  
White Matter Lesions

scholarly journals A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation

2015 ◽  
pp. 26-35 ◽  
Author(s):  
Tao Xu ◽  
Cheng Xin ◽  
L. Rodney Long ◽  
Sameer Antani ◽  
Zhiyun Xue ◽  
...  
Keyword(s):  
Cervical Dysplasia ◽  
Image Data ◽  
Data Set ◽  
Classification Evaluation

scholarly journals Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in Dermoscopy Images

2015 ◽  
pp. 118-126 ◽  
Author(s):  
Noel Codella ◽  
Junjie Cai ◽  
Mani Abedini ◽  
Rahil Garnavi ◽  
Alan Halpern ◽  
...  
Keyword(s):  
Deep Learning ◽  
Sparse Coding

scholarly journals Nonlinear Graph Fusion for Multi-modal Classification of Alzheimer’s Disease

2015 ◽  
pp. 77-84 ◽  
Author(s):  
Tong Tong ◽  
Katherine Gray ◽  
Qinquan Gao ◽  
Liang Chen ◽  
Daniel Rueckert
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease

scholarly journals Ensemble Prostate Tumor Classification in H&E Whole Slide Imaging via Stain Normalization and Cell Density Estimation

2015 ◽  
pp. 280-287 ◽  
Author(s):  
Michaela Weingant ◽  
Hayley M. Reynolds ◽  
Annette Haworth ◽  
Catherine Mitchell ◽  
Scott Williams ◽  
...  
Keyword(s):  
Density Estimation ◽  
Cell Density ◽  
Prostate Tumor ◽  
Tumor Classification ◽  
Whole Slide Imaging

scholarly journals Multi-atlas Context Forests for Knee MR Image Segmentation

2015 ◽  
pp. 186-193 ◽  
Author(s):  
Qin Liu ◽  
Qian Wang ◽  
Lichi Zhang ◽  
Yaozong Gao ◽  
Dinggang Shen
Keyword(s):  
Image Segmentation ◽  
Mr Image ◽  
Mr Image Segmentation

scholarly journals Flexible and Latent Structured Output Learning

2015 ◽  
pp. 220-228 ◽  
Author(s):  
Gustavo Carneiro ◽  
Tingying Peng ◽  
Christine Bayer ◽  
Nassir Navab
Keyword(s):  
Structured Output Learning ◽  
Structured Output
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