Artificial intelligence in ophthalmology / Andrzej Grzybowski, editor.
Grzybowski, Andrzej, 1968- editor.
2021
RE73
Available Online

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Title Artificial intelligence in ophthalmology / Andrzej Grzybowski, editor.
ISBN 9783030786014 (electronic bk.)
3030786013 (electronic bk.)
3030786005
9783030786007
DOI https://doi.org/10.1007/978-3-030-78601-4
Publication Details Cham, Switzerland : Springer, 2021.
Language English
Description 1 online resource
Item Number 10.1007/978-3-030-78601-4 doi
Call Number RE73
Dewey Decimal Classification 617.700285/63
Summary 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.
Note Includes index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed October 21, 2021).
Added Author Grzybowski, Andrzej, 1968- editor.
Available in Other Form Print version: 9783030786007
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
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.

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