Agreement Between Saliency Maps and Human-Labeled Regions of Interest: Applications to Skin Disease Classification. - Nalini Singh; Kang Lee; David Coz; Christof Angermüller; Susan Huang; Aaron Loh; Yuan Liu (CVPR Workshops, 2020)

Big Self-Supervised Models Advance Medical Image Classification. - Shekoofeh Azizi; Basil Mustafa; Fiona Ryan; Zachary Beaver; Jan Freyberg; Jonathan Deaton; Aaron Loh; Alan Karthikesalingam; Simon Kornblith; Ting Chen 007; Vivek Natarajan; Mohammad Norouzi 002 (ICCV, 2021)

Supervised Transfer Learning at Scale for Medical Imaging. - Basil Mustafa; Aaron Loh; Jan Freyberg; Patricia MacWilliams; Megan Wilson; Scott Mayer McKinney; Marcin Sieniek; Jim Winkens; Yuan Liu; Peggy Bui; Shruthi Prabhakara; Umesh Telang; et al. (CoRR, 2021)

Robust and Efficient Medical Imaging with Self-Supervision. - Shekoofeh Azizi; Laura Culp; Jan Freyberg; Basil Mustafa; Sebastien Baur; Simon Kornblith; Ting Chen 007; Patricia MacWilliams; S. Sara Mahdavi; Ellery Wulczyn; Boris Babenko; Megan Wilson; et al. (CoRR, 2022)

Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditions. - Abhijit Guha Roy; Jie Ren 006; Shekoofeh Azizi; Aaron Loh; Vivek Natarajan; Basil Mustafa; Nick Pawlowski; Jan Freyberg; Yuan Liu; Zachary Beaver; Nam Vo; Peggy Bui; et al. (Medical Image Anal., 2022)

Dissociable default-mode subnetworks subserve childhood attention and cognitive flexibility: Evidence from deep learning and stereotactic electroencephalography. - Nebras M. Warsi; Simeon M. Wong; Jürgen Germann; Alexandre Boutet; Olivia N. Arski; Ryan Anderson; Lauren Erdman; Han Yan; Hrishikesh Suresh; Flavia Venetucci Gouveia; Aaron Loh; Gavin J. B. Elias; et al. (Neural Networks, 2023)

Closing the AI generalization gap by adjusting for dermatology condition distribution differences across clinical settings. - Rajeev V. Rikhye; Aaron Loh; Grace Eunhae Hong; Preeti Singh; Margaret Ann Smith; Vijaytha Muralidharan; Doris Wong; Rory Sayres; Michelle Phung; Nicolas Betancourt; Bradley Fong; Rachna Sahasrabudhe; et al. (CoRR, 2024)

WarpDrive: Improving spatial normalization using manual refinements. - Simon Oxenford; Ana Sofía Ríos; Barbara Hollunder; Clemens Neudorfer; Alexandre Boutet; Gavin J. B. Elias; Jürgen Germann; Aaron Loh; Wissam Deeb; Bryan Salvato; Leonardo Almeida; Kelly D. Foote; et al. (Medical Image Anal., 2024)