Publications by authors named "Prabhav Sanga"
Diagnostics (Basel)
October 2023
Article Synopsis
- Skin lesion classification is vital for early detection and management of serious skin conditions, but traditional transfer learning models are not performing optimally.
- A novel method combining attention mechanisms with ensemble-based deep learning techniques has been developed, using seven pre-trained models to improve classification accuracy significantly.
- The study reports a mean accuracy increase from 95.30% to 99.52% with ensemble approaches, demonstrating high reliability and effectiveness for classifying skin lesions.
