AIMC Topic: Ophthalmology
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Applications of interpretability in deep learning models for ophthalmology.
Current opinion in ophthalmology
Sep 1, 2021
PURPOSE OF REVIEW: In this article, we introduce the concept of model interpretability, review its applications in deep learning models for clinical ophthalmology, and discuss its role in the integration of artificial intelligence in healthcare.
Automated deep learning in ophthalmology: AI that can build AI.
Current opinion in ophthalmology
Sep 1, 2021
PURPOSE OF REVIEW: The purpose of this review is to describe the current status of automated deep learning in healthcare and to explore and detail the development of these models using commercially available platforms. We highlight key studies demons...
Artificial intelligence and ophthalmology: Current status.
Archivos de la Sociedad Espanola de Oftalmologia
Aug 1, 2021
Artificial intelligence in ophthalmology: Optimization of machine learning for ophthalmic care and research.
Clinical & experimental ophthalmology
Jul 1, 2021
Comment on: "Artificial Intelligence and Ophthalmology".
Turkish journal of ophthalmology
Dec 29, 2020
Outcomes of Adversarial Attacks on Deep Learning Models for Ophthalmology Imaging Domains.
JAMA ophthalmology
Nov 1, 2020
This study investigates whether adversarial attacks can confuse deep learning systems based on imaging domains.
The era of artificial intelligence-based individualized telemedicine is coming.
Journal of the Chinese Medical Association : JCMA
Nov 1, 2020
Artificial intelligence (AI), Internet of Things (IoT), and telemedicine are deeply involved in our daily life and have also been extensively applied in the medical field, especially in ophthalmology. Clinical ophthalmologists are required to perform...
[Artificial intelligence in ophthalmology : Guidelines for physicians for the critical evaluation of studies].
Der Ophthalmologe : Zeitschrift der Deutschen Ophthalmologischen Gesellschaft
Oct 1, 2020
BACKGROUND: Empirical models have been an integral part of everyday clinical practice in ophthalmology since the introduction of the Sanders-Retzlaff-Kraff (SRK) formula. Recent developments in the field of statistical learning (artificial intelligen...
Controversies in artificial intelligence.
Current opinion in ophthalmology
Sep 1, 2020
PURPOSE OF REVIEW: To review four recent controversial topics arising from deep learning applications in ophthalmology.
Artificial intelligence for diabetic retinopathy screening, prediction and management.
Current opinion in ophthalmology
Sep 1, 2020
PURPOSE OF REVIEW: Diabetic retinopathy is the most common specific complication of diabetes mellitus. Traditional care for patients with diabetes and diabetic retinopathy is fragmented, uncoordinated and delivered in a piecemeal nature, often in the...
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