Current challenges and barriers to real-world artificial intelligence adoption for the healthcare system, provider, and the patient

RP Singh, GL Hom, MD Abramoff… - … Vision Science & …, 2020 - tvst.arvojournals.org
Artificial intelligence (AI), or the use of automated systems that display the ability to correctly
interpret, to learn from, and to achieve specific goals by use of external data, is an emerging …

Artificial intelligence in ophthalmology: The path to the real-world clinic

Z Li, L Wang, X Wu, J Jiang, W Qiang, H Xie… - Cell Reports …, 2023 - cell.com
Artificial intelligence (AI) has great potential to transform healthcare by enhancing the
workflow and productivity of clinicians, enabling existing staff to serve more patients …

[HTML][HTML] Trustworthy AI: closing the gap between development and integration of AI systems in ophthalmic practice

C González-Gonzalo, EF Thee, CCW Klaver… - Progress in retinal and …, 2022 - Elsevier
An increasing number of artificial intelligence (AI) systems are being proposed in
ophthalmology, motivated by the variety and amount of clinical and imaging data, as well as …

[HTML][HTML] Deployment of artificial intelligence in real-world practice: opportunity and challenge

M He, Z Li, C Liu, D Shi, Z Tan - Asia-Pacific Journal of Ophthalmology, 2020 - Elsevier
Artificial intelligence has rapidly evolved from the experimental phase to the implementation
phase in many image-driven clinical disciplines, including ophthalmology. A combination of …

[HTML][HTML] Lessons learned about autonomous AI: finding a safe, efficacious, and ethical path through the development process

MD Abràmoff, D Tobey, DS Char - American journal of ophthalmology, 2020 - Elsevier
Artificial intelligence (AI) describes systems capable of making decisions of high cognitive
complexity; autonomous AI systems in healthcare are AI systems that make clinical …

Foundational considerations for artificial intelligence using ophthalmic images

MD Abràmoff, B Cunningham, B Patel, MB Eydelman… - Ophthalmology, 2022 - Elsevier
Importance The development of artificial intelligence (AI) and other machine diagnostic
systems, also known as software as a medical device, and its recent introduction into clinical …

[HTML][HTML] Clinical applications of artificial intelligence in glaucoma

S Yousefi - Journal of Ophthalmic & Vision Research, 2023 - ncbi.nlm.nih.gov
Ophthalmology is one of the major imaging-intensive fields of medicine and thus has
potential for extensive applications of artificial intelligence (AI) to advance diagnosis, drug …

Artificial intelligence and deep learning in ophthalmology

Z Wang, PA Keane, M Chiang, CY Cheung… - Artificial Intelligence in …, 2022 - Springer
Artificial intelligence (AI), in particular deep learning (DL), has gained significant interest
recently from healthcare systems. DL has been widely applied to detect and classify major …

Artificial intelligence: the unstoppable revolution in ophthalmology

D Benet, OJ Pellicer-Valero - Survey of ophthalmology, 2022 - Elsevier
Artificial intelligence (AI) is an unstoppable force that is starting to permeate all aspects of
our society as part of the revolution being brought into our lives (and into medicine) by the …

Artificial intelligence in ophthalmology in 2020: a technology on the cusp for translation and implementation

DV Gunasekeran, TY Wong - The Asia-Pacific Journal of …, 2020 - journals.lww.com
W ith aging populations, health systems worldwide are struggling to provide adequate eye
care at the population level, giving rise to projections of increasing levels of visual …