Search Results for author: Kaizhong Zheng

Found 2 papers, 2 papers with code

CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric Diagnosis

1 code implementation4 Jan 2023 Kaizhong Zheng, Shujian Yu, Badong Chen

There is a recent trend to leverage the power of graph neural networks (GNNs) for brain-network based psychiatric diagnosis, which, in turn, also motivates an urgent need for psychiatrists to fully understand the decision behavior of the used GNNs.

BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck

1 code implementation7 May 2022 Kaizhong Zheng, Shujian Yu, Baojuan Li, Robert Jenssen, Badong Chen

Developing a new diagnostic models based on the underlying biological mechanisms rather than subjective symptoms for psychiatric disorders is an emerging consensus.

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