Evan Schwab

According to our database, Evan Schwab authored at least 12 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Automatic estimation of ulcerative colitis severity from endoscopy videos using ordinal multi-instance learning.

Evan Schwab, Gabriela Oana Cula, Kristopher Standish, Stephen S. F. Yip, Aleksandar Stojmirovic, Louis Ghanem, Christel Chehoud

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022

2020

Localization of Critical Findings in Chest X-Ray Without Local Annotations Using Multi-Instance Learning.

Evan Schwab, André Gooßen, Hrishikesh Deshpande, Axel Saalbach

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Global Optimality in Separable Dictionary Learning with Applications to the Analysis of Diffusion MRI.

Evan Schwab, Benjamin D. Haeffele, René Vidal, Nicolas Charon

SIAM J. Imaging Sci., 2019

Deep Learning for Pneumothorax Detection and Localization in Chest Radiographs.

André Gooßen, Hrishikesh Deshpande, Tim Harder, Evan Schwab, Ivo M. Baltruschat, Thusitha De Silva Mabotuwana, Nathan M. Cross, Axel Saalbach

CoRR, 2019

2018

Joint spatial-angular sparse coding for dMRI with separable dictionaries.

Evan Schwab, René Vidal, Nicolas Charon

Medical Image Anal., 2018

Separable Dictionary Learning with Global Optimality and Applications to Diffusion MRI.

Evan Schwab, Benjamin D. Haeffele, Nicolas Charon, René Vidal

CoRR, 2018

2017

($k, q$)-Compressed Sensing for dMRI with Joint Spatial-Angular Sparsity Prior.

Evan Schwab, René Vidal, Nicolas Charon

CoRR, 2017

2016

Efficient Global Spatial-Angular Sparse Coding for Diffusion MRI with Separable Dictionaries.

Evan Schwab, René Vidal, Nicolas Charon

CoRR, 2016

Spatial-Angular Sparse Coding for HARDI.

Evan Schwab, René Vidal, Nicolas Charon

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2014

Nonnegative ODF estimation via optimal constraint selection.

Soren Wolfers, Evan Schwab, René Vidal

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Rotation Invariant Features for HARDI.

Evan Schwab, Hasan Ertan Çetingül, Bijan Afsari, Michael A. Yassa, René Vidal

Proceedings of the Information Processing in Medical Imaging, 2013

2012

Estimation of Non-negative ODFs Using the Eigenvalue Distribution of Spherical Functions.

Evan Schwab, Bijan Afsari, René Vidal

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012