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001440345 001__ 1440345
001440345 003__ OCoLC
001440345 005__ 20230309004557.0
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001440345 007__ cr\un\nnnunnun
001440345 008__ 211016s2021\\\\sz\\\\\\o\\\\\001\0\eng\d
001440345 019__ $$a1276932691$$a1277010388
001440345 020__ $$a9783030786014$$q(electronic bk.)
001440345 020__ $$a3030786013$$q(electronic bk.)
001440345 020__ $$z3030786005
001440345 020__ $$z9783030786007
001440345 0247_ $$a10.1007/978-3-030-78601-4$$2doi
001440345 035__ $$aSP(OCoLC)1276848437
001440345 040__ $$aYDX$$beng$$epn$$cYDX$$dGW5XE$$dEBLCP$$dOCLCF$$dN$T$$dOCLCO$$dOCLCQ$$dCOM$$dOCLCO$$dSFB$$dUKAHL$$dOCLCQ
001440345 049__ $$aISEA
001440345 050_4 $$aRE73
001440345 08204 $$a617.700285/63$$223
001440345 24500 $$aArtificial intelligence in ophthalmology /$$cAndrzej Grzybowski, editor.
001440345 260__ $$aCham, Switzerland :$$bSpringer,$$c2021.
001440345 300__ $$a1 online resource
001440345 336__ $$atext$$btxt$$2rdacontent
001440345 337__ $$acomputer$$bc$$2rdamedia
001440345 338__ $$aonline resource$$bcr$$2rdacarrier
001440345 500__ $$aIncludes index.
001440345 5050_ $$aArtificial intelligence in Medicine -- Artificial intelligence in AMD -- Artificial intelligence in Glaucoma -- Artificial intelligence in Retinopathy of Prematurity -- Artificial intelligence in Diabetic Retinopathy Screening -- The overview of available artificial intelligence systems in Ophthalmology -- The overview of experimental artificial intelligence systems in Ophthalmology -- Technical aspects of deep learning in Ophthalmology -- Deep learning systems for retinal diseases -- Google DeepMind -- Singapore algorithm -- Johns Hopkins algorithm -- Perspectives of artificial intelligence in Ophthalmology -- Limitations of artificial intelligence in Ophthalmology -- Artificial intelligence in calculating the IOL power.
001440345 506__ $$aAccess limited to authorized users.
001440345 520__ $$aThis book provides a wide-ranging overview of artificial intelligence (AI), machine learning (ML) and deep learning (DL) algorithms in ophthalmology. Expertly written chapters examine AI in age-related macular degeneration, glaucoma, retinopathy of prematurity and diabetic retinopathy screening. AI perspectives, systems and limitations are all carefully assessed throughout the book as well as the technical aspects of DL systems for retinal diseases including the application of Google DeepMind, the Singapore algorithm, and the Johns Hopkins algorithm. Artificial Intelligence in Ophthalmology meets the need for a resource that reviews the benefits and pitfalls of AI, ML and DL in ophthalmology. Ophthalmologists, optometrists, eye-care workers, neurologists, cardiologists, internal medicine specialists, AI engineers and IT specialists with an interest in how AI can help with early diagnosis and monitoring treatment in ophthalmic patients will find this book to be an indispensable guide to an evolving area of healthcare technology.
001440345 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed October 21, 2021).
001440345 650_0 $$aOphthalmology$$xData processing.
001440345 650_0 $$aArtificial intelligence$$xMedical applications.
001440345 650_6 $$aOphtalmologie$$xInformatique.
001440345 650_6 $$aIntelligence artificielle en médecine.
001440345 655_7 $$aLlibres electrònics.$$2thub
001440345 655_0 $$aElectronic books.
001440345 7001_ $$aGrzybowski, Andrzej,$$d1968-$$eeditor.
001440345 77608 $$iPrint version:$$z3030786005$$z9783030786007$$w(OCoLC)1250511511
001440345 852__ $$bebk
001440345 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-78601-4$$zOnline Access$$91397441.1
001440345 909CO $$ooai:library.usi.edu:1440345$$pGLOBAL_SET
001440345 980__ $$aBIB
001440345 980__ $$aEBOOK
001440345 982__ $$aEbook
001440345 983__ $$aOnline
001440345 994__ $$a92$$bISE