Open AccessDeep Learning for Discrimination Between Fungal Keratitis and Bacterial Keratitis: DeepKeratitis
Author(s) -
Amit Ghosh,
Ratchainant Thammasudjarit,
Passara Jongkhajornpong,
John Attia,
Ammarin Thakkinstian
Publication year - 2021
Publication title -
cornea
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.274
H-Index - 117
eISSN - 1536-4798
pISSN - 0277-3740
DOI - 10.1097/ico.0000000000002830
Subject(s) - artificial intelligence , convolutional neural network , keratitis , pattern recognition (psychology) , computer science , medicine , dermatology
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).