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Phenotyping functional brain dynamics: A deep learning prespective on psychiatry
Elgazzar, A. G. M. A., 2024, 198 p.Research output: PhD thesis › Thesis, fully internal
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Functional connectivity signatures of major depressive disorder: machine learning analysis of two multicenter neuroimaging studies
PsyMRI, Jul 2023, In: Molecular psychiatry. 28, 7, p. 3013-3022 10 p.Research output: Contribution to journal › Article* › Academic › peer-review
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fMRI-S4: Learning Short- and Long-Range Dynamic fMRI Dependencies Using 1D Convolutions and State Space Models
el-Gazzar, A., Thomas, R. M. & van Wingen, G., 2022, Machine Learning in Clinical Neuroimaging - 5th International Workshop, MLCN 2022, Held in Conjunction with MICCAI 2022, Proceedings. Springer Science and Business Media Deutschland GmbH, Vol. 13596 LNCS. p. 158-168 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13596 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution* › Academic › peer-review
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