David Coz
Authored Publications
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Race- and Ethnicity-Stratified Analysis of an Artificial Intelligence–Based Tool for Skin Condition Diagnosis by Primary Care Physicians and Nurse Practitioners
David Way
Vishakha Gupta
Yi Gao
Guilherme De Oliveira Marinho
Jay David Hartford
Kimberly Kanada
Kunal Nagpal
Lily Hao Yi Peng
Carter Dunn
Susan Jen Huang
Peggy Bui
(2022)
Development and Assessment of an Artificial Intelligence–Based Tool for Skin Condition Diagnosis by Primary Care Physicians and Nurse Practitioners in Teledermatology Practices
David Way
Vishakha Gupta
Yi Gao
Guilherme De Oliveira Marinho
Jay David Hartford
Kimberly Kanada
Kunal Nagpal
Lily Hao Yi Peng
Carter Dunn
Susan Jen Huang
Peggy Bui
JAMA Network Open (2021)
Agreement Between Saliency Maps and Human-Labeled Regions of Interest: Applications to Skin Disease Classification
Singh Nalini
Kang Lee
Susan Huang
Aaron Loh
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2020)
A deep learning system for differential diagnosis of skin diseases
David Way
Kang Lee
Peggy Bui
Kimberly Kanada
Guilherme de Oliveira Marinho
Jess Gallegos
Sara Gabriele
Vishakha Gupta
Nalini Singh
Lily Peng
Dennis Ai
Susan Huang
Carter Dunn
Nature Medicine (2020)
Using a deep learning algorithm and integrated gradient explanation to assist grading for diabetic retinopathy
Ankur Taly
Anthony Joseph
Arjun Sood
Arun Narayanaswamy
Derek Wu
Ehsan Rahimy
Jesse Smith
Katy Blumer
Lily Peng
Michael Shumski
Scott Barb
Zahra Rastegar
Ophthalmology (2019)
