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Graph-Aware and Sequence-Aware Multimodal Deep Learning Framework for Cancer Detection and Risk Analysis from Medical Imaging
A graph-aware and sequence-aware deep learning framework that combines a convolutional neural network backbone for spatial feature extraction, a Graph Attention Network for lesion-structure modelling, and a Bidirectional Long Short-Term Memory (BiLSTM) module for ordered-view or slice-sequence representation learning i...