Deep Learning for Discrimination Between Fungal Keratitis and Bacterial Keratitis: DeepKeratitis.

Journal: Cornea

Published Date: May 1, 2022

Abstract

PURPOSE: Microbial keratitis is an urgent condition in ophthalmology that requires prompt treatment. This study aimed to apply deep learning algorithms for rapidly discriminating between fungal keratitis (FK) and bacterial keratitis (BK).

Authors

Amit Kumar Ghosh

Departments of Clinical Epidemiology and Biostatistics; and.
Ratchainant Thammasudjarit

Departments of Clinical Epidemiology and Biostatistics; and.
Passara Jongkhajornpong

Ophthalmology, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand; and.
John Attia

School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia.
Ammarin Thakkinstian

Departments of Clinical Epidemiology and Biostatistics; and.

Keywords

Area Under Curve Deep Learning Humans Keratitis Neural Networks, Computer Retrospective Studies

External Resources

View on PubMed Access via DOI PubMed (34581296)

Deep Learning for Discrimination Between Fungal Keratitis and Bacterial Keratitis: DeepKeratitis.

Abstract

Authors

Keywords

External Resources

Popular Topics

Recent Journals