Automated Diabetic Retinopathy Diagnosis Using Deep Learning - Softcover

Vespa M, Mary; P, Jose; T V, Abirami

 
9786209239144: Automated Diabetic Retinopathy Diagnosis Using Deep Learning

Inhaltsangabe

Diabetic retinopathy is one of the most common and serious complications of diabetes and a leading cause of preventable blindness worldwide. Early detection and timely treatment are essential to prevent vision loss; however, large-scale screening remains challenging due to the shortage of ophthalmologists and the subjective nature of manual diagnosis. This book addresses these challenges by exploring automated diagnostic approaches based on deep learning.

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Über die Autorin bzw. den Autor

Ms M. Mary Vespa is working as an Assistant Professor in Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, Tamil Nadu, India, in the Dept. of Computer Science and Engineering. She has got a teaching experience of nearly 13 years. Her areas of interest are Image Processing and Deep learning.

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