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- W3019643191 abstract "Abstract In clinical ophthalmology, a variety of image-related diagnostic techniques have begun to offer unprecedented insights into eye diseases based on morphological datasets with millions of data points. Artificial intelligence (AI), inspired by the human multilayered neuronal system, has shown astonishing success within some visual and auditory recognition tasks. In these tasks, AI can analyze digital data in a comprehensive, rapid and non-invasive manner. Bioinformatics has become a focus particularly in the field of medical imaging, where it is driven by enhanced computing power and cloud storage, as well as utilization of novel algorithms and generation of data in massive quantities. Machine learning (ML) is an important branch in the field of AI. The overall potential of ML to automatically pinpoint, identify and grade pathological features in ocular diseases will empower ophthalmologists to provide high-quality diagnosis and facilitate personalized health care in the near future. This review offers perspectives on the origin, development, and applications of ML technology, particularly regarding its applications in ophthalmic imaging modalities." @default.
- W3019643191 created "2020-05-01" @default.
- W3019643191 creator A5036764694 @default.
- W3019643191 creator A5049816813 @default.
- W3019643191 creator A5074178066 @default.
- W3019643191 creator A5081819689 @default.
- W3019643191 date "2020-04-16" @default.
- W3019643191 modified "2023-10-18" @default.
- W3019643191 title "Application of machine learning in ophthalmic imaging modalities" @default.
- W3019643191 cites W109488022 @default.
- W3019643191 cites W1269240322 @default.
- W3019643191 cites W1502808450 @default.
- W3019643191 cites W1616249925 @default.
- W3019643191 cites W1972072039 @default.
- W3019643191 cites W1972443523 @default.
- W3019643191 cites W1973451896 @default.
- W3019643191 cites W1974969377 @default.
- W3019643191 cites W1977513632 @default.
- W3019643191 cites W1977793107 @default.
- W3019643191 cites W1982890488 @default.
- W3019643191 cites W1983997052 @default.
- W3019643191 cites W1996551919 @default.
- W3019643191 cites W1997259062 @default.
- W3019643191 cites W2014711341 @default.
- W3019643191 cites W2019818855 @default.
- W3019643191 cites W2021933371 @default.
- W3019643191 cites W2023787091 @default.
- W3019643191 cites W2069603514 @default.
- W3019643191 cites W2080915836 @default.
- W3019643191 cites W2082302018 @default.
- W3019643191 cites W2085582334 @default.
- W3019643191 cites W2087681061 @default.
- W3019643191 cites W2088154271 @default.
- W3019643191 cites W2096011753 @default.
- W3019643191 cites W2097117768 @default.
- W3019643191 cites W2099989407 @default.
- W3019643191 cites W2100495367 @default.
- W3019643191 cites W2112796928 @default.
- W3019643191 cites W2116273337 @default.
- W3019643191 cites W2117539524 @default.
- W3019643191 cites W2122111042 @default.
- W3019643191 cites W2123242181 @default.
- W3019643191 cites W2125066085 @default.
- W3019643191 cites W2125467935 @default.
- W3019643191 cites W2129098176 @default.
- W3019643191 cites W2132113231 @default.
- W3019643191 cites W2136922672 @default.
- W3019643191 cites W2137055403 @default.
- W3019643191 cites W2137863770 @default.
- W3019643191 cites W2144354855 @default.
- W3019643191 cites W2152263083 @default.
- W3019643191 cites W2158518042 @default.
- W3019643191 cites W2163922914 @default.
- W3019643191 cites W2167453047 @default.
- W3019643191 cites W2168217710 @default.
- W3019643191 cites W2194775991 @default.
- W3019643191 cites W2226152841 @default.
- W3019643191 cites W2257979135 @default.
- W3019643191 cites W2293295816 @default.
- W3019643191 cites W2296064604 @default.
- W3019643191 cites W2418802570 @default.
- W3019643191 cites W2465911101 @default.
- W3019643191 cites W2481240925 @default.
- W3019643191 cites W2518582440 @default.
- W3019643191 cites W2532871684 @default.
- W3019643191 cites W2557738935 @default.
- W3019643191 cites W2558095331 @default.
- W3019643191 cites W2564861555 @default.
- W3019643191 cites W2580835947 @default.
- W3019643191 cites W2581082771 @default.
- W3019643191 cites W2582821003 @default.
- W3019643191 cites W2583567407 @default.
- W3019643191 cites W2588896082 @default.
- W3019643191 cites W2589074029 @default.
- W3019643191 cites W2596556980 @default.
- W3019643191 cites W2598442119 @default.
- W3019643191 cites W2601983126 @default.
- W3019643191 cites W2605253636 @default.
- W3019643191 cites W2613181504 @default.
- W3019643191 cites W2614885775 @default.
- W3019643191 cites W2618530766 @default.
- W3019643191 cites W2640386719 @default.
- W3019643191 cites W2664267452 @default.
- W3019643191 cites W2734118236 @default.
- W3019643191 cites W2734369741 @default.
- W3019643191 cites W2742820103 @default.
- W3019643191 cites W2752747624 @default.
- W3019643191 cites W2755885082 @default.
- W3019643191 cites W2758333670 @default.
- W3019643191 cites W2758348074 @default.
- W3019643191 cites W2765826765 @default.
- W3019643191 cites W2766522389 @default.
- W3019643191 cites W2766593955 @default.
- W3019643191 cites W2767404384 @default.
- W3019643191 cites W2768217608 @default.
- W3019643191 cites W2770341239 @default.
- W3019643191 cites W2770363701 @default.
- W3019643191 cites W2772059204 @default.
- W3019643191 cites W2772246530 @default.
- W3019643191 cites W2775021684 @default.