Publications by authors named "Dayananda Pruthviraja"
Article Synopsis
- - Knee osteoarthritis (KOA) is a degenerative joint disease primarily affecting individuals aged 45 and older, characterized by the gradual deterioration of cartilage and symptoms like pain, stiffness, and swelling.
- - Diagnosis of KOA typically involves imaging techniques such as X-rays and MRIs, which can be time-consuming for medical professionals.
- - To streamline diagnosis, researchers used deep learning algorithms, implementing four pre-trained models (CNN, AlexNet, ResNet34, and ResNet-50) and a Deep stack ensemble technique, achieving a high accuracy rate of 99.71% in predicting KOA severity.
Deep learning is playing a major role in identifying complicated structure, and it outperforms in term of training and classification tasks in comparison to traditional algorithms. In this work, a local cloud-based solution is developed for classification of Alzheimer's disease (AD) as MRI scans as input modality. The multi-classification is used for AD variety and is classified into four stages.
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