Automated Machine Learning versus Expert-Designed Models in Ocular Toxoplasmosis: Detection and Lesion Localization Using Fundus Images

CONCLUSION: AutoML models created by ophthalmologists without coding experience were comparable or better than expert-designed bespoke models trained on the same dataset. By creatively using AutoML to identify OT lesions on fundus images, our approach brings the whole spectrum of DL model design into the hands of clinicians.PMID:38411944 | DOI:10.1080/09273948.2024.2319281

Source: Ocular Immunology and Inflammation - February 27, 2024 Category: Allergy & Immunology Authors: Daniel Milad Fares Antaki Allison Bernstein Samir Touma Renaud Duval Source Type: research