A deep learning system for differential diagnosis of skin diseases. - Yuan Liu; Ayush Jain; Clara Eng; David H. Way; Kang Lee; Peggy Bui; Kimberly Kanada; Guilherme de Oliveira Marinho; Jessica Gallegos; Sara Gabriele; Vishakha Gupta; Nalini Singh; et al. (CoRR, 2019)

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)

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)

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)

Navigating Skin Concerns with AI: A Human-Centered Investigation of a Dermatology App in a Diverse Community. - Rory Sayres; Anna Devon-Sand; Mike Schaekermann; Margaret Ann Smith; Patricia Strachan; Grace Eunhae Hong; Trinh Nguyen; Doris Wong; Naama Hammel; Dawn Siegel; Kexin Ren; Chelsea Belletieri; et al. (CHI Extended Abstracts, 2025)

LLM-based Text Simplification and its Effect on User Comprehension and Cognitive Load. - Theo Guidroz; Diego Ardila; Jimmy Li; Adam Mansour; Paul Jhun; Nina Gonzalez; Xiang Ji; Mike Sanchez; Sujay Kakarmath; Mathias MJ Bellaiche; Miguel Ángel Garrido; Faruk Ahmed; et al. (CoRR, 2025)