Samir Touma

6PUBLICATIONS
11CO-AUTHORS
NanomedicineDeep learningSemi- and unsupervised learningClinical chemistry (incl. diagnostics)Psycholinguistics (incl. speech production and comprehension)
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Publications (6)

|Apr 26, 2024
Comparing code-free deep learning models to expert-designed models for detecting retinal diseases from optical coherence tomography.

Samir Touma, Badr Ait Hammou, Fares Antaki

|Feb 27, 2024
Automated Machine Learning versus Expert-Designed Models in Ocular Toxoplasmosis: Detection and Lesion Localization Using Fundus Images.

Daniel Milad, Fares Antaki, Allison Bernstein

|Feb 16, 2024
Assessing the medical reasoning skills of GPT-4 in complex ophthalmology cases.

Daniel Milad, Fares Antaki, Jason Milad

|Nov 03, 2023
Capabilities of GPT-4 in ophthalmology: an analysis of model entropy and progress towards human-level medical question answering.

Fares Antaki, Daniel Milad, Mark A Chia

|Feb 15, 2022
Development of a code-free machine learning model for the classification of cataract surgery phases.

Samir Touma, Fares Antaki, Renaud Duval

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