Dr. Veerpratap Meena. (2026). HATN: hierarchical adaptive transformer network for real-time medical image segmentation using hybrid CNN-ViT architecture with multi-scale attention and uncertainty-aware loss functions. Journal of Artificial Intelligence,Machine Learning and Neural Network , 6(1), 75–87. https://doi.org/10.55529/jaimlnn.61.75.87