Alert button
Picture for Jayashree Kalpathy-Cramer

Jayashree Kalpathy-Cramer

Alert button

Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images

Dec 19, 2018
Bruno Lecouat, Ken Chang, Chuan-Sheng Foo, Balagopal Unnikrishnan, James M. Brown, Houssam Zenati, Andrew Beers, Vijay Chandrasekhar, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy

Figure 1 for Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images
Figure 2 for Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images
Figure 3 for Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images
Figure 4 for Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images
Viaarxiv icon

Deep feature transfer between localization and segmentation tasks

Nov 10, 2018
Szu-Yeu Hu, Andrew Beers, Ken Chang, Kathi Höbel, J. Peter Campbell, Deniz Erdogumus, Stratis Ioannidis, Jennifer Dy, Michael F. Chiang, Jayashree Kalpathy-Cramer, James M. Brown

Figure 1 for Deep feature transfer between localization and segmentation tasks
Figure 2 for Deep feature transfer between localization and segmentation tasks
Viaarxiv icon

DeepNeuro: an open-source deep learning toolbox for neuroimaging

Aug 14, 2018
Andrew Beers, James Brown, Ken Chang, Katharina Hoebel, Elizabeth Gerstner, Bruce Rosen, Jayashree Kalpathy-Cramer

Figure 1 for DeepNeuro: an open-source deep learning toolbox for neuroimaging
Figure 2 for DeepNeuro: an open-source deep learning toolbox for neuroimaging
Figure 3 for DeepNeuro: an open-source deep learning toolbox for neuroimaging
Figure 4 for DeepNeuro: an open-source deep learning toolbox for neuroimaging
Viaarxiv icon

High-resolution medical image synthesis using progressively grown generative adversarial networks

May 09, 2018
Andrew Beers, James Brown, Ken Chang, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Jayashree Kalpathy-Cramer

Figure 1 for High-resolution medical image synthesis using progressively grown generative adversarial networks
Figure 2 for High-resolution medical image synthesis using progressively grown generative adversarial networks
Figure 3 for High-resolution medical image synthesis using progressively grown generative adversarial networks
Figure 4 for High-resolution medical image synthesis using progressively grown generative adversarial networks
Viaarxiv icon

Institutionally Distributed Deep Learning Networks

Sep 10, 2017
Ken Chang, Niranjan Balachandar, Carson K Lam, Darvin Yi, James M Brown, Andrew Beers, Bruce R Rosen, Daniel L Rubin, Jayashree Kalpathy-Cramer

Figure 1 for Institutionally Distributed Deep Learning Networks
Figure 2 for Institutionally Distributed Deep Learning Networks
Figure 3 for Institutionally Distributed Deep Learning Networks
Figure 4 for Institutionally Distributed Deep Learning Networks
Viaarxiv icon

Sequential 3D U-Nets for Biologically-Informed Brain Tumor Segmentation

Sep 09, 2017
Andrew Beers, Ken Chang, James Brown, Emmett Sartor, CP Mammen, Elizabeth Gerstner, Bruce Rosen, Jayashree Kalpathy-Cramer

Figure 1 for Sequential 3D U-Nets for Biologically-Informed Brain Tumor Segmentation
Figure 2 for Sequential 3D U-Nets for Biologically-Informed Brain Tumor Segmentation
Figure 3 for Sequential 3D U-Nets for Biologically-Informed Brain Tumor Segmentation
Figure 4 for Sequential 3D U-Nets for Biologically-Informed Brain Tumor Segmentation
Viaarxiv icon

Accelerated Reconstruction of Perfusion-Weighted MRI Enforcing Jointly Local and Nonlocal Spatio-temporal Constraints

Aug 25, 2017
Cagdas Ulas, Christine Preibisch, Jonathan Sperl, Thomas Pyka, Jayashree Kalpathy-Cramer, Bjoern Menze

Figure 1 for Accelerated Reconstruction of Perfusion-Weighted MRI Enforcing Jointly Local and Nonlocal Spatio-temporal Constraints
Figure 2 for Accelerated Reconstruction of Perfusion-Weighted MRI Enforcing Jointly Local and Nonlocal Spatio-temporal Constraints
Figure 3 for Accelerated Reconstruction of Perfusion-Weighted MRI Enforcing Jointly Local and Nonlocal Spatio-temporal Constraints
Figure 4 for Accelerated Reconstruction of Perfusion-Weighted MRI Enforcing Jointly Local and Nonlocal Spatio-temporal Constraints
Viaarxiv icon