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Artificial Intelligence in Ophthalmology [electronic resource]
Grzybowski, Andrzej
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| 자료유형 | 단행본 |
|---|---|
| 개인저자 | Grzybowski, Andrzej.,editor. |
| 단체저자명 | SpringerLink (Online service). |
| 서명/저자사항 | Artificial Intelligence in Ophthalmology [electronic resource] / edited by Andrzej Grzybowski. |
| 판사항 | 1st ed. 2021. |
| 형태사항 | VI, 286 p. 108 illus., 99 illus. in color:online resource. |
| 기본자료 저록 | Springer Nature eBook |
| 기타형태 저록 | Printed edition:9783030786007Printed edition:9783030786021Printed edition:9783030786038 |
| ISBN | 9783030786014 |
| 기타표준부호 | 10.1007/978-3-030-78601-4 |
| 내용주기 | Artificial 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. . |
| 요약 | This 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. |
| 일반주제명 | Ophthalmology. Artificial intelligence. Ophthalmology. Artificial Intelligence. |
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