Computational Retinal Image Analysis Tools Applications and Perspectives 1st Edition Emanuele Trucco (Editor)
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Product details:
- ISBN-10 : 0081028172
- ISBN-13 : 9780081028179
- Author : Emanuele Trucco MSc PhD FRSA FIAPR, & 1 more
Table of contents:
Chapter 1: A brief introduction and a glimpse into the past
Chapter 2: Clinical motivation and the needs for RIA in healthcare
Chapter 3: The physics, instruments and modalities of retinal imaging
Chapter 4: Retinal image preprocessing, enhancement, and registration
Chapter 5: Automatic landmark detection in fundus photography
Chapter 6: Retinal vascular analysis: Segmentation, tracing, and beyond
Chapter 7: OCT layer segmentation
Chapter 8: Image quality assessment
Chapter 9: Validation
Chapter 10: Statistical analysis and design in ophthalmology: Toward optimizing your data
Chapter 11: Structure-preserving guided retinal image filtering for optic disc analysis
Chapter 12: Diabetic retinopathy and maculopathy lesions
Chapter 13: Drusen and macular degeneration
Chapter 14: OCT fluid detection and quantification
Chapter 17: Image analysis tools for assessment of atrophic macular diseases
Chapter 18: Artificial intelligence and deep learning in retinal image analysis
Chapter 19: AI and retinal image analysis at Baidu
Chapter 20: The challenges of assembling, maintaining and making available large data sets of clinical data for research
Chapter 21: Technical and clinical challenges of A.I. in retinal image analysis
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