Contrastive Learning of Medical Visual Representations from Paired
Images and Text

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Contrastive Learning of Medical Visual Representations from Paired Images and Text

2 October 2020

Christopher D. Manning

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Papers citing "Contrastive Learning of Medical Visual Representations from Paired Images and Text"

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Title
Medical Imaging and Machine Learning R. Shad John P. Cunningham Euan A. Ashley C. Langlotz W. Hiesinger 71 42 0 02 Mar 2021
Predicting post-operative right ventricular failure using video-based deep learning R. Shad Nicolas Quach R. Fong P. Kasinpila C. Bowles ... Y. Woo J. Teuteberg John P. Cunningham C. Langlotz W. Hiesinger 53 47 0 28 Feb 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.1K 30,053 0 26 Feb 2021
MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation Yen Nhi Truong Vu Richard Wang N. Balachandar Can Liu A. Ng Pranav Rajpurkar 100 85 0 21 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 531 3,911 0 11 Feb 2021
Big Self-Supervised Models Advance Medical Image Classification Shekoofeh Azizi Basil Mustafa Fiona Ryan Zach Beaver Jan Freyberg ... Alan Karthikesalingam Simon Kornblith Ting-Li Chen Vivek Natarajan Mohammad Norouzi SSL 121 520 0 13 Jan 2021
Pneumonia Detection on Chest X-ray using Radiomic Features and Contrastive Learning Yan Han Chongyan Chen Ahmed H. Tewfik Ying Ding Yifan Peng LM&MA 98 39 0 12 Jan 2021
Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients Tingyi Wanyan Hossein Honarvar S. Jaladanki Chengxi Zang Nidhi Naik ... Marinka Zitnik Ariful Azad Fei Wang Ying Ding Benjamin S. Glicksberg 28 0 0 11 Jan 2021
CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age Dani Kiyasseh T. Zhu David Clifton 34 9 0 28 Nov 2020