Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging

作者：Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Nenad Tomašev, Jovana Mitrović, Patricia H. Strachan, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Walker, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zach Beaver, Fiona Ryan, Justin D. Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Greg S. Corrado, Dale R. Webster, David J. Fleet, Geoffrey E. Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan · 发表于：Nature Biomedical Engineering · 年份：2023 · DOI：10.1038/s41551-023-01049-7 · 被引用次数：252 · 研究领域：AI in cancer detection、COVID-19 diagnosis using AI、Radiomics and Machine Learning in Medical Imaging