Computer-Aided Glaucoma Diagnosis System

ISBN-13: 9780367494438 / Angielski / Miękka / 2022 / 154 str.

Arwa Ahmed Gasm Elseid; Alnazier Osman Mohammed Hamza

Opis

Glaucoma is the second leading cause of blindness globally. Early detection and  treatment can prevent its progression to avoid total blindness. This book discusses and reviews current approaches for detection and examines new approaches for diagnosis using CAD and machine learning techniques.

Spis treści

1. Introduction- Computer Aided Diagnosis. 2. Medical Background-Glaucoma Diagnosis. 3. Related Works-OD and OC Segmentation, Disc to Cup Ratio (CDR). 4. Research Methodology-Fundus Image Datasets, Image Preprocessing and Enhancement 5. Results and Discussions-Image Preparation, Feature Extraction, Classification . 6. Conclusion and Future Scope.