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2020 – today
- 2025
[c6]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, Vijaytha Muralidharan, Rajeev Rikhye, Yuan Liu, Beverly Freeman, Mike González, Nathan Ashcraft, Heidi Cho, Jimmy Li, Shweta Oak, Megan Shum, Abbi Ward, Yossi Matias, Gregory S. Corrado, Dale R. Webster, Peggy Bui, Preeti Singh, Yun Liu, Justin Ko, Steven Lin:
Navigating Skin Concerns with AI: A Human-Centered Investigation of a Dermatology App in a Diverse Community. CHI Extended Abstracts 2025: 414:1-414:16- 2024
- [c5]Pierre Mergny, Justin Ko, Florent Krzakala, Lenka Zdeborová:
Fundamental Limits of Non-Linear Low-Rank Matrix Estimation. COLT 2024: 3873 - [c4]Pierre Mergny, Justin Ko, Florent Krzakala:
Spectral Phase Transition and Optimal PCA in Block-Structured Spiked Models. ICML 2024 - [i13]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, Khoban Nasim, Alec Eschholz, Basil Mustafa, Jan Freyberg, Terry Spitz, Yossi Matias, Gregory S. Corrado, Katherine Chou, Dale R. Webster, Peggy Bui, Yuan Liu, Yun Liu, Justin Ko, Steven Lin:
Closing the AI generalization gap by adjusting for dermatology condition distribution differences across clinical settings. CoRR abs/2402.15566 (2024) - [i12]Abbi Ward, Jimmy Li, Julie Wang, Sriram Lakshminarasimhan, Ashley Carrick, Bilson J. L. Campana, Jay Hartford, Pradeep Kumar S, Tiya Tiyasirichokchai, Sunny Virmani, Renee Wong, Yossi Matias, Gregory S. Corrado, Dale R. Webster, Dawn Siegel, Steven Lin, Justin Ko, Alan Karthikesalingam, Christopher Semturs, Pooja Rao:
Crowdsourcing Dermatology Images with Google Search Ads: Creating a Real-World Skin Condition Dataset. CoRR abs/2402.18545 (2024) - [i11]Pierre Mergny, Justin Ko, Florent Krzakala:
Spectral Phase Transition and Optimal PCA in Block-Structured Spiked models. CoRR abs/2403.03695 (2024) - [i10]Pierre Mergny, Justin Ko, Florent Krzakala, Lenka Zdeborová:
Fundamental limits of Non-Linear Low-Rank Matrix Estimation. CoRR abs/2403.04234 (2024) - [i9]Jean Barbier, Justin Ko, Anas A. Rahman:
A multiscale cavity method for sublinear-rank symmetric matrix factorization. CoRR abs/2403.07189 (2024) - [i8]Jean Barbier, Francesco Camilli, Justin Ko, Koki Okajima:
On the phase diagram of extensive-rank symmetric matrix denoising beyond rotational invariance. CoRR abs/2411.01974 (2024) - 2023
- [c3]Aleksandr Pak, Justin Ko, Florent Krzakala:
Optimal Algorithms for the Inhomogeneous Spiked Wigner Model. NeurIPS 2023 - [i7]Aleksandr Pak, Justin Ko, Florent Krzakala:
Optimal Algorithms for the Inhomogeneous Spiked Wigner Model. CoRR abs/2302.06665 (2023) - 2022
- [i6]Roxana Daneshjou, Kailas Vodrahalli, Roberto A. Novoa, Melissa Jenkins, Weixin Liang, Veronica Rotemberg, Justin Ko, Susan M. Swetter, Elizabeth E. Bailey, Olivier Gevaert, Pritam Mukherjee, Michelle Phung, Kiana Yekrang, Bradley Fong, Rachna Sahasrabudhe, Johan A. C. Allerup, Utako Okata-Karigane, James Zou, Albert Chiou:
Disparities in Dermatology AI Performance on a Diverse, Curated Clinical Image Set. CoRR abs/2203.08807 (2022) - [i5]Kailas Vodrahalli, Justin Ko, Albert S. Chiou, Roberto A. Novoa, Abubakar Abid, Michelle Phung, Kiana Yekrang, Paige Petrone, James Zou, Roxana Daneshjou:
Development and Clinical Evaluation of an AI Support Tool for Improving Telemedicine Photo Quality. CoRR abs/2209.09105 (2022) - 2021
- [c2]Kailas Vodrahalli, Roxana Daneshjou, Roberto A. Novoa, Albert Chiou, Justin M. Ko, James Zou:
TrueImage: A Machine Learning Algorithm to Improve the Quality of Telehealth Photos. PSB 2021 - [i4]Roxana Daneshjou, Carrie Kovarik, Justin M. Ko:
Towards Realization of Augmented Intelligence in Dermatology: Advances and Future Directions. CoRR abs/2105.10477 (2021) - [i3]Roxana Daneshjou, Kailas Vodrahalli, Weixin Liang, Roberto A. Novoa, Melissa Jenkins, Veronica Rotemberg, Justin Ko, Susan M. Swetter, Elizabeth E. Bailey, Olivier Gevaert, Pritam Mukherjee, Michelle Phung, Kiana Yekrang, Bradley Fong, Rachna Sahasrabudhe, James Zou, Albert Chiou:
Disparities in Dermatology AI: Assessments Using Diverse Clinical Images. CoRR abs/2111.08006 (2021) - 2020
- [i2]Kailas Vodrahalli, Roxana Daneshjou, Roberto A. Novoa, Albert Chiou, Justin M. Ko, James Zou:
TrueImage: A Machine Learning Algorithm to Improve the Quality of Telehealth Photos. CoRR abs/2010.02086 (2020)
2010 – 2019
- 2017
- [j1]Andre Esteva, Brett Kuprel, Roberto A. Novoa, Justin Ko, Susan M. Swetter, Helen M. Blau, Sebastian Thrun:
Dermatologist-level classification of skin cancer with deep neural networks. Nat. 542(7639): 115-118 (2017) - [c1]Yunzhu Li, Andre Esteva, Brett Kuprel, Roberto A. Novoa, Justin Ko, Sebastian Thrun:
Skin Cancer Detection and Tracking Using Data Synthesis and Deep Learning. AAAI Workshops 2017 - 2016
- [i1]Yunzhu Li, Andre Esteva, Brett Kuprel, Roberto A. Novoa, Justin Ko, Sebastian Thrun:
Skin Cancer Detection and Tracking using Data Synthesis and Deep Learning. CoRR abs/1612.01074 (2016)
Coauthor Index
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