The Role of generative adversarial network in medical image analysis: An in-depth survey

M AlAmir, M AlGhamdi - ACM Computing Surveys, 2022 - dl.acm.org
A generative adversarial network (GAN) is one of the most significant research directions in
the field of artificial intelligence, and its superior data generation capability has garnered …

A survey on artificial intelligence assurance

FA Batarseh, L Freeman, CH Huang - Journal of Big Data, 2021 - Springer
Artificial Intelligence (AI) algorithms are increasingly providing decision making and
operational support across multiple domains. AI includes a wide (and growing) library of …

Deep learning in retinal optical coherence tomography (OCT): A comprehensive survey

IA Viedma, D Alonso-Caneiro, SA Read, MJ Collins - Neurocomputing, 2022 - Elsevier
Retinal optical coherence tomography (OCT) images provide fundamental information
regarding the health of the posterior eye (eg, the retina and choroid). Thus, the development …

[HTML][HTML] Endpoints for clinical trials in ophthalmology

L Schmetterer, H Scholl, G Garhöfer… - Progress in Retinal and …, 2023 - Elsevier
With the identification of novel targets, the number of interventional clinical trials in
ophthalmology has increased. Visual acuity has for a long time been considered the gold …

Progression of photoreceptor degeneration in geographic atrophy secondary to age-related macular degeneration

M Pfau, L von der Emde, L de Sisternes… - JAMA …, 2020 - jamanetwork.com
Importance Sensitive outcome measures for disease progression are needed for treatment
trials in geographic atrophy (GA) secondary to age-related macular degeneration (AMD) …

Oral cancer screening by artificial intelligence‐oriented interpretation of optical coherence tomography images

K Ramezani, M Tofangchiha - Radiology Research and …, 2022 - Wiley Online Library
Early diagnosis of oral cancer is critical to improve the survival rate of patients. The current
strategies for screening of patients for oral premalignant and malignant lesions unfortunately …

Association of complement C3 inhibitor pegcetacoplan with reduced photoreceptor degeneration beyond areas of geographic atrophy

M Pfau, S Schmitz-Valckenberg, R Ribeiro, R Safaei… - Scientific Reports, 2022 - nature.com
Preservation of photoreceptors beyond areas of retinal pigment epithelium atrophy is a
critical treatment goal in eyes with geographic atrophy (GA) to prevent vision loss. Thus, we …

Why we should not mistake accuracy of medical AI for efficiency

KR Jongsma, M Sand, M Milota - NPJ Digital Medicine, 2024 - nature.com
In the medical literature, promising results regarding accuracy of medical AI are presented
as claims for its potential to increase efficiency. This elision of concepts is misleading and …

Fourier-domain OCT imaging of the ocular surface and tear film dynamics: a review of the state of the art and an integrative model of the tear behavior during the inter …

PE Napoli, M Nioi, L Mangoni, P Gentile… - Journal of Clinical …, 2020 - mdpi.com
In the last few decades, the ocular surface and the tear film have been noninvasively
investigated in vivo, in a three-dimensional, high resolution, and real-time mode, by optical …

From data to deployment: the collaborative community on ophthalmic imaging roadmap for artificial intelligence in age-related macular degeneration

ER Dow, TDL Keenan, EM Lad, AY Lee, CS Lee… - Ophthalmology, 2022 - Elsevier
Objective Health care systems worldwide are challenged to provide adequate care for the
200 million individuals with age-related macular degeneration (AMD). Artificial intelligence …