AIMC Topic: Cataract Extraction

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Beyond PhacoTrainer: Deep Learning for Enhanced Trabecular Meshwork Detection in MIGS Videos.

Translational vision science & technology Sep 3, 2024
PURPOSE: The purpose of this study was to develop deep learning models for surgical video analysis, capable of identifying minimally invasive glaucoma surgery (MIGS) and locating the trabecular meshwork (TM).
Deep Learning ROC Curve Humans Glaucoma Video Recording Trabecular Meshwork Minimally Invasive Surgical Procedures Cataract Extraction
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Reply: Artificial intelligence chatbot and Academy Preferred Practice Pattern® Guidelines on cataract and glaucoma.

Journal of cataract and refractive surgery Jun 1, 2024
Cataract Extraction Cataract Glaucoma Artificial Intelligence Academies and Institutes Ophthalmology Practice Guidelines as Topic Humans
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Comment on: Artificial intelligence chatbot and Academy Preferred Practice Pattern ® Guidelines on cataract and glaucoma.

Journal of cataract and refractive surgery Jun 1, 2024
Humans Cataract Ophthalmology Practice Guidelines as Topic Academies and Institutes Artificial Intelligence Cataract Extraction Glaucoma
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Artificial Intelligence in Cataract Surgery: A Systematic Review.

Translational vision science & technology Apr 2, 2024
PURPOSE: The purpose of this study was to assess the current use and reliability of artificial intelligence (AI)-based algorithms for analyzing cataract surgery videos.
Cataract Extraction Surgery, Computer-Assisted Video Recording Reproducibility of Results ROC Curve Algorithms Humans Artificial Intelligence Machine Learning
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PhacoTrainer: Deep Learning for Cataract Surgical Videos to Track Surgical Tools.

Translational vision science & technology Mar 1, 2023
PURPOSE: The purpose of this study was to build a deep-learning model that automatically analyzes cataract surgical videos for the locations of surgical landmarks, and to derive skill-related motion metrics.
Humans Pupil Cataract Extraction Algorithms Cataract Deep Learning
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PhacoTrainer: A Multicenter Study of Deep Learning for Activity Recognition in Cataract Surgical Videos.

Translational vision science & technology Nov 1, 2021
PURPOSE: To build and evaluate deep learning models for recognizing cataract surgical steps from whole-length surgical videos with minimal preprocessing, including identification of routine and complex steps.
ROC Curve Neural Networks, Computer Cataract Cataract Extraction Deep Learning Humans
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Artificial intelligence in cornea, refractive, and cataract surgery.

Current opinion in ophthalmology Jul 1, 2020
PURPOSE OF REVIEW: The subject of artificial intelligence has recently been responsible for the advancement of many industries including aspects of medicine and many of its subspecialties. Within ophthalmology, artificial intelligence technology has ...
Lenses, Intraocular Cataract Extraction Artificial Intelligence Optics and Photonics Corneal Diseases Humans Refractive Surgical Procedures Biometry
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Artificial Intelligence for Cataract Detection and Management.

Asia-Pacific journal of ophthalmology (Philadelphia, Pa.) Jan 1, 2020
The rising popularity of artificial intelligence (AI) in ophthalmology is fuelled by the ever-increasing clinical "big data" that can be used for algorithm development. Cataract is one of the leading causes of visual impairment worldwide. However, co...
Cataract Extraction Artificial Intelligence Diagnostic Techniques, Ophthalmological Cataract Humans Vision Disorders
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