Computational retinal image analysis : tools, applications and perspectives /: tools, applications and perspectives. (2019)

• Record Type: Book
• Further Information: Note: Edited by Emanuele Trucco, Tom MacGillivray, Yanwu Xu.
• Editors: Trucco, Emanuele; MacGillivray, Tom; Xu, Yanwu
• Contents: 1. A brief history of RIA 2. Clinical motivation and the needs for RIA in healthcare 3. Techniques and principles for retinal imaging 4. Preprocessing, image enhancement and registration of retinal images 5. Locating anatomical landmarks 6. Vasculature Analysis: Segmentation, Synthesis, Tracing, and Classification 7. OCT layer Segmentation 8. Image Quality Assessment 9. Validation 10. Statistical analysis and design in ophthalmology: towards optimising your data 11. Glaucoma and optic disc diseases 12. Diabetic Retinopathy and Maculopathy lesions 13. Drusen and macula degeneration lesions 14. OCT scanning centered on ONH and macula 15. OCT fluid detection and quantification 16. Fluorescein angiography image analysis 17. Retinal biomarkers and cardiovascular disease: a clinical perspective 18. Diabetic retinopathy screening 19. Image analysis tools for assessment of atrophic macular diseases 20. Artificial intelligence and deep learning in retinal image analysis 21. Big-data analysis of RIA measurements 22. The challenges of assembling, maintaining and making available large data sets of clinical data for research 23. Technical and clinical challenges of AI in retinal image analysis
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 617.7350754; Retina -- Diseases -- Diagnosis; Image analysis
• Languages: English
• ISBNs: 9780081028179
• Related ISBNs: 9780081028162
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.