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Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study


Aug 29, 2022
Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, George Shih, Ronald M. Summers, Yifan Peng, Zhangyang Wang

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* DALI 2022 (MICCAI workshop) 

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Improving Small Lesion Segmentation in CT Scans using Intensity Distribution Supervision: Application to Small Bowel Carcinoid Tumor


Jul 29, 2022
Seung Yeon Shin, Thomas C. Shen, Stephen A. Wank, Ronald M. Summers

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Graph-Based Small Bowel Path Tracking with Cylindrical Constraints


Jul 29, 2022
Seung Yeon Shin, Sungwon Lee, Ronald M. Summers

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* Published in: 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) 

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Deep Reinforcement Learning for Small Bowel Path Tracking using Different Types of Annotations


Jun 29, 2022
Seung Yeon Shin, Ronald M. Summers

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* Accepted to MICCAI 2022 

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Metrics reloaded: Pitfalls and recommendations for image analysis validation


Jun 03, 2022
Lena Maier-Hein, Annika Reinke, Evangelia Christodoulou, Ben Glocker, Patrick Godau, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A. Riegler, Manuel Wiesenfarth, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Minu D. Tizabi, Laura Acion, Michela Antonelli, Tal Arbel, Spyridon Bakas, Peter Bankhead, Arriel Benis, M. Jorge Cardoso, Veronika Cheplygina, Beth Cimini, Gary S. Collins, Keyvan Farahani, Bram van Ginneken, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Pierre Jannin, Charles E. Kahn, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Annette Kopp-Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern Menze, David Moher, Karel G. M. Moons, Henning Müller, Felix Nickel, Brennan Nichyporuk, Jens Petersen, Nasir Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clarisa Sánchez Gutiérrez, Shravya Shetty, Maarten van Smeden, Carole H. Sudre, Ronald M. Summers, Abdel A. Taha, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Paul F. Jäger

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* Shared first authors: Lena Maier-Hein, Annika Reinke. arXiv admin note: substantial text overlap with arXiv:2104.05642 

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Universal Lymph Node Detection in T2 MRI using Neural Networks


Mar 31, 2022
Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers

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* Accepted at CARS 2022 (CAR track) 

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Universal Lesion Detection in CT Scans using Neural Network Ensembles


Nov 10, 2021
Tarun Mattikalli, Tejas Sudharshan Mathai, Ronald M. Summers

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* Accepted at SPIE 2022 

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Universal Lesion Detection in CT Scans using NeuralNetwork Ensembles


Nov 09, 2021
Tarun Mattikalli, Tejas Sudharshan Mathai, Ronald M. Summers

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* Accepted at SPIE 2022 

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Lymph Node Detection in T2 MRI with Transformers


Nov 09, 2021
Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers

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* Accepted at SPIE 2022 

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A Graph-theoretic Algorithm for Small Bowel Path Tracking in CT Scans


Oct 01, 2021
Seung Yeon Shin, Sungwon Lee, Ronald M. Summers

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