Ruamviboonsuk, Paisan; Krause, Jonathan; Chotcomwongse, Peranut; Sayres, Rory; Raman, Rajiv; Widner, Kasumi; Campana, Bilson J. L.; Phene, Sonia; Hemarat, Kornwipa; Tadarati, Mongkol; Silpa-Archa, Sukhum; Limwattanayingyong, Jirawut; Rao, Chetan; Kuruvilla, Oscar; Jung, Jesse; Tan, Jeffrey; Orprayoon, Surapong; Kangwanwongpaisan, Chawawat; Sukumalpaiboon, Ramase; Luengchaichawang, Chainarong; Fuangkaew, Jitumporn; Kongsap, Pipat; Chualinpha, Lamyong; Saree, Sarawuth; Kawinpanitan, Srirut; Mitvongsa, Korntip; Lawanasakol, Siriporn; Thepchatri, Chaiyasit; Wongpichedchai, Lalita; Corrado, Greg S.; Peng, Lily; Webster, Dale R.

Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program

NPJ DIGITAL MEDICINE

IF15.1

2019-04-10128

OAAI

Raumviboonsuk, Paisan; Krause, Jonathan; Chotcomwongse, Peranut; Sayres, Rory; Raman, Rajiv; Widner, Kasumi; Campana, Bilson J. L.; Phene, Sonia; Hemarat, Kornwipa; Tadarati, Mongkol; Silpa-Archa, Sukhum; Limwattanayingyong, Jirawut; Rao, Chetan; Kuruvilla, Oscar; Jung, Jesse; Tan, Jeffrey; Orprayoon, Surapong; Kangwanwongpaisan, Chawawat; Sukumalpaiboon, Ramase; Luengchaichawang, Chainarong; Fuangkaew, Jitumporn; Kongsap, Pipat; Chualinpha, Lamyong; Saree, Sarawuth; Kawinpanitan, Srirut; Mitvongsa, Korntip; Lawanasakol, Siriporn; Thepchatri, Chaiyasit; Wongpichedchai, Lalita; Corrado, Greg S.; Peng, Lily; Webster, Dale R.

Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy

OPHTHALMOLOGY

IF9.5

2019-04-01236

OAAI

Grader Variability and the Importance of Reference Standards for Evaluating Machine Learning Models for Diabetic Retinopathy

OPHTHALMOLOGY

IF9.5

2018-08-01322

OAAI

Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States

使用深度学习和Google街景视图估算美国社区的人口构成