Retinal fundus image classification for diabetic retinopathy using SVM predictions

Diabetic Retinopathy (DR) is one of the leading causes of blindness in all age groups. Inadequate blood supply to the retina, retinal vascular exudation, and intraocular hemorrhage cause DR. Despite recent advances in the diagnosis and treatment of DR, this complication remains a challenging task fo...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Australasian physical & engineering sciences in medicine 2022-09, Vol.45 (3), p.781-791
Hauptverfasser:	Hardas, Minal, Mathur, Sumit, Bhaskar, Anand, Kalla, Mukesh
Format:	Artikel
Sprache:	eng
Schlagworte:	Abnormalities Algorithms Biological and Medical Physics Biomedical and Life Sciences Biomedical Engineering and Bioengineering Biomedicine Biophysics Diabetes Diabetic retinopathy Diagnosis Exudation Hemorrhage Image classification Medical and Radiation Physics Principal components analysis Probabilistic models Scientific Paper Support vector machines
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!