Explainable Deep Learning Models for Multi-Disease Medical Imaging: Integrating ResNet, DenseNet, and Bottleneck Architectures for Transparent Diagnostic Radiology. AMAR. 2025;3(11):221-241. doi:10.63075/37bhvx98