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Scholarly Works (1 results)

Article
Peer Reviewed

Expert Performance in Visual Differentiation of Bacterial and Fungal Keratitis

Redd, Travis K;
Prajna, N Venkatesh;
Srinivasan, Muthiah;
Lalitha, Prajna;
Krishnan, Tiru;
Rajaraman, Revathi;
Venugopal, Anitha;
Lujan, Brandon;
Acharya, Nisha;
Seitzman, Gerami D;
Rose-Nussbaumer, Jennifer;
Lietman, Thomas M;
Campbell, J Peter;
Keenan, Jeremy D;
Group, Corneal Ulcer Image Interpretation Study;
Alvarez-Melloni, Diana;
Ayalew, Menen;
Balasubramanian, Ashwin;
Chan, Elsie;
Chan, Matilda;
Chaudhary, Meenu;
Chia, Thomas;
Chodosh, James;
Choong, YY;
Christenbury, Joseph;
Christy, Josephine;
Clements, John;
Dart, John;
Dastjerdi, Mohammad;
Denny, Matthew;
Devarajan, Sathish;
Elghobaier, Mohamed;
Estopinal, Chris;
Gandhi, Preethika;
Gokhale, Nikhil;
Halfpenny, Colleen;
Hazarbassanov, Rossen;
Hernandez, Natalie;
Hovakimyan, Anna;
Hwang, David;
Hwang, Frank;
Jaeschke, Tomas;
Jhanji, Vishal;
Karas, Faris;
Karthik, Divya;
Kase, Camila;
Kattana, Lakshmi;
Kim, Tyson;
Koreishi, Aaleya;
Liang, David;
Martinez, Christine;
Martinez-Costa, Rafael;
McLeod, Stephen;
Mehta, Jodhbir S;
Mimouni, Michael;
Moss, Adam;
Nanji, Afshan;
Nataneli, Nathan;
Panday, Vasudha;
Pradhan, Sayali;
Qian, Ying;
Rao, Naveen;
Schallhorn, Julie;
Sella, Ruti;
Selvaraj, Suvitha;
Spokes, David;
Shaik, Neha;
Shekhawat, Nakul;
Sugar, Alan;
Rostov, Audrey Talley;
Tananuvat, Napaporn;
Tangmonkongvoragul, Chulaluck;
Trinh, Tanya;
Tuli, Sonal;
Upaphong, Phit;
van Dooren, Bart;
Vasudevan, Manoj;
Viriya, Elizabeth;
Woodward, Maria

UC San Francisco Previously Published Works (2022)

This study quantifies the performance of an international cohort of cornea specialists in image-based differentiation of bacterial and fungal keratitis, identifying significant regional variation and establishing a reference standard for comparison against machine learning models.

Cover page: Expert Performance in Visual Differentiation of Bacterial and Fungal Keratitis