Concepedia

The topology of fMRI-based networks defines the performance of a graph neural network for the classification of patients with major depressive disorder

Elena Pitsik, V. A. Maximenko, Semen Kurkin, Alexander Sergeev, Drozdstoy Stoyanov, Rositsa Paunova, Sevdalina Kandilarova, Denitsa Simeonova, Alexander E. Hramov

Chaos Solitons & Fractals · 2023 · 94 citations · 23 references

DOI

Concepts

References

23

The Graph Neural Network Model

Franco Scarselli, M. Gori, Ah Chung Tsoi et al. · IEEE Transactions on Neural Networks · 2008 · 9.3K citations · Full text

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Geometric Deep Learning: Going beyond Euclidean data

Michael M. Bronstein, Joan Bruna, Yann LeCun et al. · IEEE Signal Processing Magazine · 2017 · 3.6K citations · Full text

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Deeper Insights Into Graph Convolutional Networks for Semi-Supervised Learning

Qimai Li, Zhichao Han, Xiao-Ming Wu · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 2.6K citations · Full text

, , +16

Automated anatomical labelling atlas 3

Edmund T. Rolls, Chu‐Chung Huang, Ching‐Po Lin et al. · NeuroImage · 2019 · 2K citations · Full text

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Identifying major depression using whole-brain functional connectivity: a multivariate pattern analysis

Ling‐Li Zeng, Hui Shen, Li Liu et al. · Brain · 2012 · 766 citations · Full text

, , +17