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Classification and Localization of Eye Diseases using CNN: Classification and Localization of Eye Diseases using Convolutional Neural Network - Softcover

BIDARKOTE, ANUPREETA; Thigale, Somnath; Chavan, Tukaram

 
9786207998562: Classification and Localization of Eye Diseases using CNN: Classification and Localization of Eye Diseases using Convolutional Neural Network
Softcover
ISBN 10: 6207998561 ISBN 13: 9786207998562
Verlag: LAP LAMBERT Academic Publishing, 2024

Inhaltsangabe

The most common causes of vision loss in people worldwide are cataract, glaucoma, and retinal disorders. The rising prevalence of these diseases necessitates an immediate, accurate diagnosis. The suggested approach is created and designed to make it simple for individuals to diagnose illnesses of the retina, glaucoma, cataract and many more. Artificial neural networks and convolutional neural networks are used to classify and locate eye problems. The suggested approach will reduce the amount of brought-on blindness by enabling patients to receive the necessary care for the mentioned illnesses at an early stage. The chosen method also evaluates the effectiveness and safety of cataract surgery in eyes with age-related macular degeneration in addition to identifying glaucoma and retinal diseases. This study uses photos of the fundus from healthy eyes as well as eyes with glaucoma, cataracts, and retina to show the accuracy of algorithms. Nowadays, the concept of categorizing photographs based on their fundus and extracting features is well recognized, and it also plays a crucial role in the conclusion.

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Über die Autorin bzw. den Autor

PROF. ANUPREETA ARVIND BIDARKOTEAssistant Professor, CSE (AI&DS) Dept., SSWCOE Solapur.Dr. SOMNATH BALASAHEB THIGALEAssociate Professor, CSE (AI&DS) Dept., SSWCOE Solapur.Dr. TUKARAM APPASO CHAVANPrincipal, SSWCOE Solapur.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
6207998561
ISBN 13 
9786207998562
Einband
Taschenbuch
Anzahl der Seiten
56
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
SIA OmniScriptum Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland