Mohammad Hamid Hamdard

Comprehensive machine learning approaches for disease prediction current applications recent advances and future prospects

The reviewed studies demonstrated that Deep learning approaches, particularly convolutional neural networks, transformer-based models, and multimodal frameworks, showed improved predictive accuracy when large and diverse datasets were available.