Graph signal processing, graph neural network and graph learning on biological data: a systematic review

R Li, X Yuan, M Radfar, P Marendy, W Ni… - IEEE Reviews in …, 2021 - ieeexplore.ieee.org
Graph networks can model data observed across different levels of biological systems that
span from population graphs (with patients as network nodes) to molecular graphs that …

DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network Dynamics

MA Turja, M Styner, G Wu - … Conference on Medical Image Computing and …, 2023 - Springer
Functional brain dynamics is supported by parallel and overlapping functional network
modes that are associated with specific neural circuits. Decomposing these network modes …