Universität zu Köln

Matos, Philomena A. Wawer, Reimer, Robert P., Rokohl, Alexander C., Caldeira, Liliana, Heindl, Ludwig M. and Hokamp, Nils Grosse (2023). Artificial Intelligence in Ophthalmology - Status Quo and Future Perspectives. Semin. Ophthalmol., 38 (3). S. 226 - 238. PHILADELPHIA: TAYLOR & FRANCIS INC. ISSN 1744-5205

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Abstract

Artificial intelligence (AI) is an emerging technology in healthcare and holds the potential to disrupt many arms in medical care. In particular, disciplines using medical imaging modalities, including e.g. radiology but ophthalmology as well, are already confronted with a wide variety of AI implications. In ophthalmologic research, AI has demonstrated promising results limited to specific diseases and imaging tools, respectively. Yet, implementation of AI in clinical routine is not widely spread due to availability, heterogeneity in imaging techniques and AI methods. In order to describe the status quo, this narrational review provides a brief introduction to AI (what the ophthalmologist needs to know), followed by an overview of different AI-based applications in ophthalmology and a discussion on future challenges.

Item Type:	Journal Article
Creators:	Creators Email ORCID ORCID Put Code Matos, Philomena A. Wawer UNSPECIFIED UNSPECIFIED UNSPECIFIED Reimer, Robert P. UNSPECIFIED UNSPECIFIED UNSPECIFIED Rokohl, Alexander C. UNSPECIFIED UNSPECIFIED UNSPECIFIED Caldeira, Liliana UNSPECIFIED UNSPECIFIED UNSPECIFIED Heindl, Ludwig M. UNSPECIFIED UNSPECIFIED UNSPECIFIED Hokamp, Nils Grosse UNSPECIFIED UNSPECIFIED UNSPECIFIED
URN:	urn:nbn:de:hbz:38-661165
DOI:	10.1080/08820538.2022.2139625
Journal or Publication Title:	Semin. Ophthalmol.
Volume:	38
Number:	3
Page Range:	S. 226 - 238
Date:	2023
Publisher:	TAYLOR & FRANCIS INC
Place of Publication:	PHILADELPHIA
ISSN:	1744-5205
Language:	English
Faculty:	Unspecified
Divisions:	Unspecified
Subjects:	no entry
Uncontrolled Keywords:	Keywords Language OPTICAL COHERENCE TOMOGRAPHY; DIABETIC-RETINOPATHY; MACULAR DEGENERATION; AUTOMATED DETECTION; DECISION-SUPPORT; FUNDUS IMAGES; VALIDATION; CARE; PREDICTION; DIAGNOSIS Multiple languages Ophthalmology Multiple languages
URI:	http://kups.ub.uni-koeln.de/id/eprint/66116