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Phenotyping functional brain dynamics: A deep learning prespective on psychiatry
Elgazzar, A. G. M. A. & El-Gazzar, A. G. M. A., 2024, 198 p.Research output: PhD Thesis › Phd-Thesis - Research and graduation 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. Abdulkadir, A., Bathula, D. R., Dvornek, N. C., Habes, M., Kia, S. M., Kumar, V. & Wolfers, T. (eds.). 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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