k-means clustering

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• Published Subscription Original Research 9 Jul 2025

  Eye Disease Classification Using K-means Clustering Algorithm and Ensemble Classification Approach

  By E.Dhiravidachelvi, S.Vengatesh Kumar, K.Sabitha Banu, H.Peer Oli

  Abstract: In this study, we present a comprehensive approach for the classification of eye diseases, specifically targeting normal, cataract, glaucoma, and diabetic retinopathy conditions. This research uses a dataset from Kaggle, which provides a wide and varied collection of retinal images to ensure good representation. The methodology encompasses advanced image processing and machine learning techniques to ensure accurate diagnosis and prediction. The preprocessing phase involves a series of image enhancement techniques …

  Published in International Journal of Bioinformatics and Computational Biology · Vol. 3, Issue 2, 2025 · pp. 15–27 Read article →