AUTOMATED DETECTION OF KERATOREFRACTIVE SURGERIES ON ANTERIOR SEGMENT OPTICAL COHERENCE TOMOGRAPHY (AS-OCT) SCANS, CREATION OF THE AS-OCT SCANS, AND DETECTION OF IMPLANTABLE COLLAMER LENS VAULT

AUTOMATED DETECTION OF KERATOREFRACTIVE SURGERIES ON ANTERIOR SEGMENT OPTICAL COHERENCE TOMOGRAPHY (AS-OCT) SCANS, CREATION OF THE AS-OCT SCANS, AND DETECTION OF IMPLANTABLE COLLAMER LENS VAULT

Provided herein are systems and methods using Artificial Intelligence on AS-OCT scans to quickly and accurately identify the past keratorefractive history of patients. In another embodiment, a Deep Learning model estimates vaulting post ICL insertion based on OCT images taken post-operatively, witho...

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Bibliographische Detailangaben
Hauptverfasser: AWWAD, Shady, ZAKKA, Cyril Ryan, YAZBECK, Hady, ABOU MRAD, Anthony, ASSAF, Jad Farid, HARB, Mike
Format: Patent
Sprache:eng ; fre
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
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Zusammenfassung:Provided herein are systems and methods using Artificial Intelligence on AS-OCT scans to quickly and accurately identify the past keratorefractive history of patients. In another embodiment, a Deep Learning model estimates vaulting post ICL insertion based on OCT images taken post-operatively, without the need for the surgeon to calculate the vault manually. L'invention concerne des systèmes et des procédés utilisant une intelligence artificielle sur des balayages AS-OCT pour identifier rapidement et avec précision l'historique de kératoréfractif passé de patients. Dans un autre mode de réalisation, un modèle d'apprentissage profond estime une insertion post-ICL de voûte sur la base d'images OCT prises après l'opération, sans qu'il soit nécessaire que le chirurgien mesure manuellement la voûte.