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

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

2023Nature Biomedical Engineering229 citationsDOI

Topics & Concepts

GeneralizationArtificial intelligenceComputer scienceMachine learningMedical imagingPattern recognition (psychology)MathematicsMathematical analysisAI in cancer detectionCOVID-19 diagnosis using AIRadiomics and Machine Learning in Medical Imaging
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging | Litcius