학술논문
Expert Performance in Visual Differentiation of Bacterial and Fungal Keratitis
Document Type
article
Author
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
Source
Ophthalmology. 129(2)
Subject
Language
Abstract
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.