Enhancing Knee Osteoarthritis severity level classification using diffusion augmented images
Paleti Nikhil Chowdary,
Gorantla V. N. S. L. Vishnu Vardhan,
Menta Sai Akshay
et al.
Abstract:This research paper explores the classification of knee osteoarthritis (OA) severity levels using advanced computer vision models and augmentation techniques. The study investigates the effectiveness of data preprocessing, including Contrast-Limited Adaptive Histogram Equalization (CLAHE), and data augmentation using diffusion models. Three experiments were conducted: training models on the original dataset, training models on the preprocessed dataset, and training models on the augmented dataset. The results … Show more
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