TY - JOUR
T1 - Expert Performance in Visual Differentiation of Bacterial and Fungal Keratitis
AU - Corneal Ulcer Image Interpretation Study Group
AU - Redd, Travis K.
AU - Prajna, N. Venkatesh
AU - Srinivasan, Muthiah
AU - Lalitha, Prajna
AU - Krishnan, Tiru
AU - Rajaraman, Revathi
AU - Venugopal, Anitha
AU - Lujan, Brandon
AU - Acharya, Nisha
AU - Seitzman, Gerami D.
AU - Rose-Nussbaumer, Jennifer
AU - Lietman, Thomas M.
AU - Campbell, J. Peter
AU - Keenan, Jeremy D.
AU - Alvarez-Melloni, Diana
AU - Ayalew, Menen
AU - Balasubramanian, Ashwin
AU - Chan, Elsie
AU - Chan, Matilda
AU - Chaudhary, Meenu
AU - Chia, Thomas
AU - Chodosh, James
AU - Choong, Y. Y.
AU - Christenbury, Joseph
AU - Christy, Josephine
AU - Clements, John
AU - Dart, John
AU - Dastjerdi, Mohammad
AU - Denny, Matthew
AU - Devarajan, Sathish
AU - Elghobaier, Mohamed
AU - Estopinal, Chris
AU - Gandhi, Preethika
AU - Gokhale, Nikhil
AU - Halfpenny, Colleen
AU - Hazarbassanov, Rossen
AU - Hernandez, Natalie
AU - Hovakimyan, Anna
AU - Hwang, David
AU - Hwang, Frank
AU - Jaeschke, Tomas
AU - Jhanji, Vishal
AU - Karas, Faris
AU - Karthik, Divya
AU - Kase, Camila
AU - Kattana, Lakshmi
AU - Kim, Tyson
AU - Koreishi, Aaleya
AU - Liang, David
AU - Martinez, Christine
PY - 2022/2
Y1 - 2022/2
N2 - 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.
AB - 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.
KW - Bacterial keratitis
KW - Corneal ulcer
KW - Fungal keratitis
KW - Infectious keratitis
KW - Cornea
KW - Diagnosis, Differential
KW - Bacteria/classification
KW - Area Under Curve
KW - Expert Systems
KW - Humans
KW - Eye Infections, Bacterial/diagnosis
KW - Eye Infections, Fungal/diagnosis
KW - Specialization
KW - Fungi/classification
KW - ROC Curve
KW - Corneal Ulcer/diagnosis
KW - Diagnostic Techniques, Ophthalmological
UR - http://www.scopus.com/inward/record.url?scp=85118151107&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85118151107&partnerID=8YFLogxK
UR - https://www.mendeley.com/catalogue/d91bf7e6-aaef-318c-afd1-6d1502a23296/
U2 - 10.1016/j.ophtha.2021.09.019
DO - 10.1016/j.ophtha.2021.09.019
M3 - Article
C2 - 34624299
AN - SCOPUS:85118151107
SN - 0161-6420
VL - 129
SP - 227
EP - 230
JO - Ophthalmology
JF - Ophthalmology
IS - 2
ER -