AIMC Topic: Cataract
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Cataract Disease Detection by Using Transfer Learning-Based Intelligent Methods.
Computational and mathematical methods in medicine
Dec 8, 2021
One of the most common visual disorders is cataracts, which people suffer from as they get older. The creation of a cloud on the lens of our eyes is known as a cataract. Blurred vision, faded colors, and difficulty seeing in strong light are the main...
Artificial intelligence applications and cataract management: A systematic review.
Survey of ophthalmology
Oct 1, 2021
Artificial intelligence (AI)-based applications exhibit the potential to improve the quality and efficiency of patient care in different fields, including cataract management. A systematic review of the different applications of AI-based software on ...
ACCV: automatic classification algorithm of cataract video based on deep learning.
Biomedical engineering online
Aug 5, 2021
PURPOSE: A real-time automatic cataract-grading algorithm based on cataract video is proposed.
Dehaze of Cataractous Retinal Images Using an Unpaired Generative Adversarial Network.
IEEE journal of biomedical and health informatics
Dec 4, 2020
Cataracts are the leading cause of visual impairment worldwide. Examination of the retina through cataracts using a fundus camera is challenging and error-prone due to degraded image quality. We sought to develop an algorithm to dehaze such images to...
Deep learning-based smart speaker to confirm surgical sites for cataract surgeries: A pilot study.
PloS one
Apr 9, 2020
Wrong-site surgeries can occur due to the absence of an appropriate surgical time-out. However, during a time-out, surgical participants are unable to review the patient's charts due to their aseptic hands. To improve the conditions in surgical time-...
A practical model for the identification of congenital cataracts using machine learning.
EBioMedicine
Jan 3, 2020
BACKGROUND: Approximately 1 in 33 newborns is affected by congenital anomalies worldwide. We aimed to develop a practical model for identifying infants with a high risk of congenital cataracts (CCs), which is the leading cause of avoidable childhood ...
Real-Time Extraction of Important Surgical Phases in Cataract Surgery Videos.
Scientific reports
Nov 12, 2019
The present study aimed to conduct a real-time automatic analysis of two important surgical phases, which are continuous curvilinear capsulorrhexis (CCC), nuclear extraction, and three other surgical phases of cataract surgery using artificial intell...
Universal artificial intelligence platform for collaborative management of cataracts.
The British journal of ophthalmology
Sep 2, 2019
PURPOSE: To establish and validate a universal artificial intelligence (AI) platform for collaborative management of cataracts involving multilevel clinical scenarios and explored an AI-based medical referral pattern to improve collaborative efficien...
Artificial intelligence-assisted telemedicine platform for cataract screening and management: a potential model of care for global eye health.
The British journal of ophthalmology
Sep 2, 2019
Automatic cataract grading methods based on deep learning.
Computer methods and programs in biomedicine
Aug 5, 2019
BACKGROUND AND OBJECTIVE: The shortage of ophthalmologists in rural areas in China causes a lot of cataract patients not getting timely diagnosis and effective treatment. We develop an algorithm and platform to automatically diagnose and grade catara...
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