Computational Methods and Deep Learning for Ophthalmology

Computational Methods and Deep Learning for Ophthalmology
Author :
Publisher : Elsevier
Total Pages : 252
Release :
ISBN-10 : 9780323954143
ISBN-13 : 0323954146
Rating : 4/5 (146 Downloads)

Book Synopsis Computational Methods and Deep Learning for Ophthalmology by : D. Jude Hemanth

Download or read book Computational Methods and Deep Learning for Ophthalmology written by D. Jude Hemanth and published by Elsevier. This book was released on 2023-02-18 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Methods and Deep Learning for Ophthalmology presents readers with the concepts and methods needed to design and use advanced computer-aided diagnosis systems for ophthalmologic abnormalities in the human eye. Chapters cover computational approaches for diagnosis and assessment of a variety of ophthalmologic abnormalities. Computational approaches include topics such as Deep Convolutional Neural Networks, Generative Adversarial Networks, Auto Encoders, Recurrent Neural Networks, and modified/hybrid Artificial Neural Networks. Ophthalmological abnormalities covered include Glaucoma, Diabetic Retinopathy, Macular Degeneration, Retinal Vein Occlusions, eye lesions, cataracts, and optical nerve disorders. This handbook provides biomedical engineers, computer scientists, and multidisciplinary researchers with a significant resource for addressing the increase in the prevalence of diseases such as Diabetic Retinopathy, Glaucoma, and Macular Degeneration. - Presents the latest computational methods for designing and using Decision-Support Systems for ophthalmologic disorders in the human eye - Conveys the role of a variety of computational methods and algorithms for efficient and effective diagnosis of ophthalmologic disorders, including Diabetic Retinopathy, Glaucoma, Macular Degeneration, Retinal Vein Occlusions, eye lesions, cataracts, and optical nerve disorders - Explains how to develop and apply a variety of computational diagnosis systems and technologies, including medical image processing algorithms, bioinspired optimization, Deep Learning, computational intelligence systems, fuzzy-based segmentation methods, transfer learning approaches, and hybrid Artificial Neural Networks


Computational Methods and Deep Learning for Ophthalmology Related Books

Computational Methods and Deep Learning for Ophthalmology
Language: en
Pages: 252
Authors: D. Jude Hemanth
Categories: Science
Type: BOOK - Published: 2023-02-18 - Publisher: Elsevier

DOWNLOAD EBOOK

Computational Methods and Deep Learning for Ophthalmology presents readers with the concepts and methods needed to design and use advanced computer-aided diagno
Computational Methods and Deep Learning for Ophthalmology
Language: en
Pages: 250
Authors: D. Jude Hemanth
Categories: Computers
Type: BOOK - Published: 2023-03 - Publisher: Elsevier

DOWNLOAD EBOOK

Computational Methods and Deep Learning for Ophthalmology presents readers with the concepts and methods needed to design and use advanced computer-aided diagno
Artificial Intelligence in Ophthalmology
Language: en
Pages: 280
Authors: Andrzej Grzybowski
Categories: Medical
Type: BOOK - Published: 2021-10-13 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book provides a wide-ranging overview of artificial intelligence (AI), machine learning (ML) and deep learning (DL) algorithms in ophthalmology. Expertly w
Intelligent Systems and Data Science
Language: en
Pages: 338
Authors: Nguyen Thai-Nghe
Categories:
Type: BOOK - Published: - Publisher: Springer Nature

DOWNLOAD EBOOK

Computational Methods in Science and Technology
Language: en
Pages: 595
Authors: Sukhpreet Kaur
Categories: Technology & Engineering
Type: BOOK - Published: 2024-10-10 - Publisher: CRC Press

DOWNLOAD EBOOK

This book contains the proceedings of the 4TH International Conference on Computational Methods in Science and Technology (ICCMST 2024). The proceedings explore