Alert button
Picture for Ronald M. Summers

Ronald M. Summers

Alert button

COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature

Jun 11, 2020
Yifan Peng, Yu-Xing Tang, Sungwon Lee, Yingying Zhu, Ronald M. Summers, Zhiyong Lu

Figure 1 for COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature
Figure 2 for COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature
Figure 3 for COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature
Figure 4 for COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature
Viaarxiv icon

Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection

May 22, 2020
Yingying Zhu, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers

Figure 1 for Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection
Figure 2 for Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection
Viaarxiv icon

The Future of Digital Health with Federated Learning

Mar 18, 2020
Nicola Rieke, Jonny Hancox, Wenqi Li, Fausto Milletari, Holger Roth, Shadi Albarqouni, Spyridon Bakas, Mathieu N. Galtier, Bennett Landman, Klaus Maier-Hein, Sebastien Ourselin, Micah Sheller, Ronald M. Summers, Andrew Trask, Daguang Xu, Maximilian Baust, M. Jorge Cardoso

Figure 1 for The Future of Digital Health with Federated Learning
Figure 2 for The Future of Digital Health with Federated Learning
Viaarxiv icon

Bone Suppression on Chest Radiographs With Adversarial Learning

Feb 08, 2020
Jia Liang, Yuxing Tang, Youbao Tang, Jing Xiao, Ronald M. Summers

Figure 1 for Bone Suppression on Chest Radiographs With Adversarial Learning
Figure 2 for Bone Suppression on Chest Radiographs With Adversarial Learning
Figure 3 for Bone Suppression on Chest Radiographs With Adversarial Learning
Figure 4 for Bone Suppression on Chest Radiographs With Adversarial Learning
Viaarxiv icon

Accurately identifying vertebral levels in large datasets

Jan 28, 2020
Daniel C. Elton, Veit Sandfort, Perry J. Pickhardt, Ronald M. Summers

Figure 1 for Accurately identifying vertebral levels in large datasets
Figure 2 for Accurately identifying vertebral levels in large datasets
Figure 3 for Accurately identifying vertebral levels in large datasets
Figure 4 for Accurately identifying vertebral levels in large datasets
Viaarxiv icon

Weakly Supervised Lesion Co-segmentation on CT Scans

Jan 24, 2020
Vatsal Agarwal, Youbao Tang, Jing Xiao, Ronald M. Summers

Figure 1 for Weakly Supervised Lesion Co-segmentation on CT Scans
Figure 2 for Weakly Supervised Lesion Co-segmentation on CT Scans
Figure 3 for Weakly Supervised Lesion Co-segmentation on CT Scans
Figure 4 for Weakly Supervised Lesion Co-segmentation on CT Scans
Viaarxiv icon

Weakly-Supervised Lesion Segmentation on CT Scans using Co-Segmentation

Jan 23, 2020
Vatsal Agarwal, Youbao Tang, Jing Xiao, Ronald M. Summers

Figure 1 for Weakly-Supervised Lesion Segmentation on CT Scans using Co-Segmentation
Figure 2 for Weakly-Supervised Lesion Segmentation on CT Scans using Co-Segmentation
Figure 3 for Weakly-Supervised Lesion Segmentation on CT Scans using Co-Segmentation
Viaarxiv icon

$Σ$-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction

Dec 18, 2019
Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Ronald M. Summers, Daniel Rueckert

Figure 1 for $Σ$-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction
Figure 2 for $Σ$-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction
Figure 3 for $Σ$-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction
Figure 4 for $Σ$-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction
Viaarxiv icon

$Σ$-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction

Dec 11, 2019
Jo Schlemper, Chen Qin, Jinming Duan, Ronald M. Summers, Kerstin Hammernik

Figure 1 for $Σ$-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction
Figure 2 for $Σ$-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction
Viaarxiv icon

TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays

Aug 21, 2019
Yuxing Tang, Youbao Tang, Veit Sandfort, Jing Xiao, Ronald M. Summers

Figure 1 for TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays
Figure 2 for TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays
Figure 3 for TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays
Viaarxiv icon