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09/29/2021
Automatic Estimation of Ulcerative Colitis Severity from Endoscopy Videos using Ordinal Multi-Instance Learning
Ulcerative colitis (UC) is a chronic inflammatory bowel disease characte...
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01/23/2020
Localization of Critical Findings in Chest X-Ray without Local Annotations Using Multi-Instance Learning
The automatic detection of critical findings in chest X-rays (CXR), such...
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07/16/2019
Deep Learning for Pneumothorax Detection and Localization in Chest Radiographs
Pneumothorax is a critical condition that requires timely communication ...
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07/15/2018
Separable Dictionary Learning with Global Optimality and Applications to Diffusion MRI
Dictionary learning is a popular class of methods for modeling complex d...
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07/21/2017
(k,q)-Compressed Sensing for dMRI with Joint Spatial-Angular Sparsity Prior
Advanced diffusion magnetic resonance imaging (dMRI) techniques, like di...
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12/18/2016
