Expert Performance in Visual Differentiation of Bacterial and Fungal Keratitis

Autor:	Phit Upaphong, Manoj Vasudevan, Naveen Rao, Nakul Shekhawat, Mohamed Elghobaier, Napaporn Tananuvat, Sayali Pradhan, Suvitha Selvaraj, Vishal Jhanji, Diana Alvarez-Melloni, John K G Dart, Mohammad H. Dastjerdi, Menen Ayalew, Alan Sugar, Chris Estopinal, Vasudha Panday, Gerami D. Seitzman, Sonal S. Tuli, Jodhbir S. Mehta, Camila Kase, Michael Mimouni, Neha Shaik, Tyson Kim, Stephen D. McLeod, Brandon J. Lujan, Muthiah Srinivasan, Tanya Trinh, Nisha R. Acharya, Matilda Chan, Anna Hovakimyan, Prajna Lalitha, Elsie Chan, Y.Y. Choong, J. Peter Campbell, Joseph G. Christenbury, David Spokes, Bart T.H. van Dooren, Josephine Christy, Christine Martinez, Ruti Sella, Divya Karthik, Maria A. Woodward, Afshan A. Nanji, Nikhil Gokhale, Ashwin Balasubramanian, Audrey Talley Rostov, Faris Karas, Nathan Nataneli, Revathi Rajaraman, Meenu Chaudhary, N. Venkatesh Prajna, Rafael Martínez-Costa, Jeremy D. Keenan, David Liang, Ying Qian, Preethika Gandhi, Thomas M. Lietman, Tiru Krishnan, Sathish Devarajan, Aaleya Koreishi, Anitha Venugopal, Matthew Denny, Colleen Halfpenny, David G. Hwang, Elizabeth Viriya, Jennifer Rose-Nussbaumer, Rossen M Hazarbassanov, Thomas Chia, Adam Moss, Travis Redd, John Clements, Natalie Hernandez, Julie M. Schallhorn, Tomas Jaeschke, James Chodosh, Frank S. Hwang, Chulaluck Tangmonkongvoragul, Lakshmi Kattana
Rok vydání:	2022
Předmět:	medicine.medical_specialty education Expert Systems Diagnostic Techniques Ophthalmological Infectious Keratitis Article Eye Infections Bacterial Cornea Diagnosis Differential Ophthalmology medicine Humans Fungal keratitis Corneal Ulcer Reference standards Bacteria business.industry Fungi Bacterial keratitis corneal ulcer medicine.disease medicine.anatomical_structure ROC Curve Area Under Curve business Eye Infections Fungal Specialization
Zdroj:	Ophthalmology
ISSN:	0161-6420
DOI:	10.1016/j.ophtha.2021.09.019
Popis:	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.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3f0c04212cd5868a22d5618eeeb2b804 https://doi.org/10.1016/j.ophtha.2021.09.019 Zobrazit plný text záznamu