Enhancing Knee Osteoarthritis severity level classification using diffusion augmented images

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...

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Veröffentlicht in:	arXiv.org 2023-09
Hauptverfasser:	Paleti, Nikhil Chowdary, Gorantla V N S L Vishnu Vardhan, Menta Sai Akshay, Menta Sai Aashish, Vadlapudi Sai Aravind, Garapati Venkata Krishna Rayalu, Aswathy, P
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Computer Science - Artificial Intelligence Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning Computer vision Data augmentation Datasets Image enhancement Knee Model accuracy Preprocessing Training Visualization
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