Evan Schwab

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 11

Top Topics

Dictionary Learning

Discriminative Dictionary

Digital X Ray Images

Top Venues

Medical Image Anal.

Publications

Evan Schwab, Gabriela Oana Cula, Kristopher Standish, Stephen S. F. Yip, Aleksandar Stojmirovic, Louis Ghanem, Christel Chehoud
Automatic estimation of ulcerative colitis severity from endoscopy videos using ordinal multi-instance learning. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10 (4) (2022)
Evan Schwab, Gabriela Oana Cula, Kristopher Standish, Stephen S. F. Yip, Aleksandar Stojmirovic, Louis Ghanem, Christel Chehoud
Automatic Estimation of Ulcerative Colitis Severity from Endoscopy Videos using Ordinal Multi-Instance Learning. CoRR (2021)
Evan Schwab, André Gooßen, Hrishikesh Deshpande, Axel Saalbach
Localization of Critical Findings in Chest X-Ray without Local Annotations Using Multi-Instance Learning. CoRR (2020)
Evan Schwab, André Gooßen, Hrishikesh Deshpande, Axel Saalbach
Localization of Critical Findings in Chest X-Ray Without Local Annotations Using Multi-Instance Learning. ISBI (2020)
Evan Schwab, Benjamin D. Haeffele, René Vidal, Nicolas Charon
Global Optimality in Separable Dictionary Learning with Applications to the Analysis of Diffusion MRI. SIAM J. Imaging Sci. 12 (4) (2019)
André Gooßen, Hrishikesh Deshpande, Tim Harder, Evan Schwab, Ivo M. Baltruschat, Thusitha De Silva Mabotuwana, Nathan M. Cross, Axel Saalbach
Deep Learning for Pneumothorax Detection and Localization in Chest Radiographs. CoRR (2019)
Evan Schwab, René Vidal, Nicolas Charon
Joint spatial-angular sparse coding for dMRI with separable dictionaries. Medical Image Anal. 48 (2018)
Evan Schwab, Benjamin D. Haeffele, Nicolas Charon, René Vidal
Separable Dictionary Learning with Global Optimality and Applications to Diffusion MRI. CoRR (2018)
Evan Schwab, René Vidal, Nicolas Charon
($k, q$)-Compressed Sensing for dMRI with Joint Spatial-Angular Sparsity Prior. CoRR (2017)
Evan Schwab, René Vidal, Nicolas Charon
Spatial-Angular Sparse Coding for HARDI. MICCAI (3) (2016)
Evan Schwab, René Vidal, Nicolas Charon
Efficient Global Spatial-Angular Sparse Coding for Diffusion MRI with Separable Dictionaries. CoRR (2016)
Soren Wolfers, Evan Schwab, René Vidal
Nonnegative ODF estimation via optimal constraint selection. ISBI (2014)
Evan Schwab, Hasan Ertan Çetingül, Bijan Afsari, Michael A. Yassa, René Vidal
Rotation Invariant Features for HARDI. IPMI (2013)
Evan Schwab, Bijan Afsari, René Vidal
Estimation of Non-negative ODFs Using the Eigenvalue Distribution of Spherical Functions. MICCAI (2) (2012)