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...
Chetanpal Singh, Santoso Wibowo, S. Grandhi et al.
· Journal of Imaging · 0 citations