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Federated Learning for Breast Density Classification: A Real-World Implementation.

H. Roth, K. Chang, P. Singh, N. Neumark, W. Li, V. Gupta, S. Gupta, L. Qu, A. Ihsani, B. Bizzo, Y. Wen, V. Buch, M. Shah, F. Kitamura, M. Mendonça, V. Lavor, A. Harouni, C. Compas, J. Tetreault, P. Dogra, Y. Cheng, S. Erdal, R. White, B. Hashemian, T. Schultz, M. Zhang, A. McCarthy, B. Yun, E. Sharaf, K. Hoebel, J. Patel, B. Chen, S. Ko, E. Leibovitz, E. Pisano, L. Coombs, D. Xu, K. Dreyer, I. Dayan, R. Naidu, M. Flores, D. Rubin, and J. Kalpathy-Cramer. DART/DCL@MICCAI, volume 12444 of Lecture Notes in Computer Science, page 181-191. Springer, (2020)

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Arunoday Singh

Aditi Singh

Raminder Singh

Sikander Singh

Vikramaditya Singh

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Unsupervised Representation Learning by Predicting Image RotationsS. Gidaris, P. Singh, and N. Komodakis. 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings, OpenReview.net, (2018)Deep Tone Mapping Operator for High Dynamic Range Images.A. Rana, P. Singh, G. Valenzise, F. Dufaux, N. Komodakis, and A. Smolic. IEEE Trans. Image Process., (2020)A generalized framework to predict continuous scores from medical ordinal labels.K. Hoebel, A. Lemay, J. Campbell, S. Ostmo, M. Chiang, C. Bridge, M. Li, P. Singh, A. Coyner, and J. Kalpathy-Cramer. CoRR, (2023)Improving Recognition of Complex Aerial Scenes Using a Deep Weakly Supervised Learning Paradigm.P. Singh, and N. Komodakis. IEEE Geosci. Remote. Sens. Lett., 15 (12): 1932-1936 (2018)SplitAVG: A heterogeneity-aware federated deep learning method for medical imaging.M. Zhang, L. Qu, P. Singh, J. Kalpathy-Cramer, and D. Rubin. CoRR, (2021)Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging.M. Li, K. Chang, B. Bearce, C. Chang, A. Huang, J. Campbell, J. Brown, P. Singh, K. Hoebel, D. Erdogmus and 4 other author(s). npj Digit. Medicine, (2020)Diagnosability of Synthetic Retinal Fundus Images for Plus Disease Detection in Retinopathy of Prematurity.A. Coyner, J. Chen, J. Campbell, S. Ostmo, P. Singh, J. Kalpathy-Cramer, and M. Chiang. AMIA, AMIA, (2020)Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging.N. Arun, N. Gaw, P. Singh, K. Chang, M. Aggarwal, B. Chen, K. Hoebel, S. Gupta, J. Patel, M. Gidwani and 3 other author(s). CoRR, (2020)Addressing catastrophic forgetting for medical domain expansion.S. Gupta, P. Singh, K. Chang, L. Qu, M. Aggarwal, N. Arun, A. Vaswani, S. Raghavan, V. Agarwal, M. Gidwani and 6 other author(s). CoRR, (2021)A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging.J. Patel, S. Ahmed, K. Chang, P. Singh, M. Gidwani, K. Hoebel, A. Kim, C. Bridge, C. Teng, X. Li and 10 other author(s). MLHC, volume 219 of Proceedings of Machine Learning Research, page 565-587. PMLR, (2023)

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Disambiguation of "Singh, Praveer"

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Federated Learning for Breast Density Classification: A Real-World Implementation.

Please choose a person to relate this publication to

Arunoday Singh

Aditi Singh

Raminder Singh

Sikander Singh

Vikramaditya Singh

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Singh, Praveer"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Federated Learning for Breast Density Classification: A Real-World Implementation.

Please choose a person to relate this publication to

Arunoday Singh

Aditi Singh

Raminder Singh

Sikander Singh

Vikramaditya Singh

Other publications of authors with the same name

Disambiguation

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URL
DOI
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Federated Learning for Breast Density Classification: A Real-World Implementation.