Computational Retinal Image Analysis Tools, Applications and Perspectives |
|
| Editor:
| Trucco, Emanuele
MacGillivray, Tom
Xu, Yanwu |
| Series title: | The MICCAI Society Book Ser. |
| ISBN: | 978-0-08-102817-9 |
| Publication Date: | Nov 2019 |
| Publisher: | Elsevier Science & Technology Books
|
| Imprint: | Academic Press |
| Book Format: | Ebook |
| List Price: | USD $165.00USD $198.00 |
Book Description:
|
Computational Retinal Image Analysis: Tools, Applications and Perspectives gives an overview of contemporary retinal image analysis (RIA) in the context of healthcare informatics and artificial intelligence. Specifically, it provides a history of the field, the clinical motivation for RIA, technical foundations (image acquisition modalities, instruments), computational techniques for essential operations, lesion detection (e.g. optic disc in glaucoma, microaneurysms in...
More Description
Computational Retinal Image Analysis: Tools, Applications and Perspectives gives an overview of contemporary retinal image analysis (RIA) in the context of healthcare informatics and artificial intelligence. Specifically, it provides a history of the field, the clinical motivation for RIA, technical foundations (image acquisition modalities, instruments), computational techniques for essential operations, lesion detection (e.g. optic disc in glaucoma, microaneurysms in diabetes) and validation, as well as insights into current investigations drawing from artificial intelligence and big data. This comprehensive reference is ideal for researchers and graduate students in retinal image analysis, computational ophthalmology, artificial intelligence, biomedical engineering, health informatics, and more.
- Provides a unique, well-structured and integrated overview of retinal image analysis
- Gives insights into future areas, such as large-scale screening programs, precision medicine, and computer-assisted eye care
- Includes plans and aspirations of companies and professional bodies