A graph neural network framework for causal inference in brain networks S Wein, WM Malloni, AM Tomé, SM Frank, GI Henze, S Wüst, ... Scientific reports 11 (1), 8061, 2021 | 26 | 2021 |
Brain connectivity studies on structure-function relationships: A short survey with an emphasis on machine learning S Wein, G Deco, AM Tomé, M Goldhacker, WM Malloni, MW Greenlee, ... Computational intelligence and neuroscience 2021, 2021 | 14 | 2021 |
Forecasting brain activity based on models of spatiotemporal brain dynamics: A comparison of graph neural network architectures S Wein, A Schüller, AM Tomé, WM Malloni, MW Greenlee, EW Lang Network Neuroscience 6 (3), 665-701, 2022 | 8 | 2022 |
A constrained ICA-EMD model for group level fMRI analysis S Wein, AM Tomé, M Goldhacker, MW Greenlee, EW Lang Frontiers in Neuroscience 14, 221, 2020 | 5 | 2020 |
Neurosteroids and translocator protein 18 kDa (TSPO) in depression: implications for synaptic plasticity, cognition, and treatment options R Rupprecht, AK Pradhan, M Kufner, LM Brunner, C Nothdurfter, S Wein, ... European Archives of Psychiatry and Clinical Neuroscience 273 (7), 1477-1487, 2023 | 4 | 2023 |
Hybridizing EMD with cICA for fMRI analysis of patient groups S Wein, AM Tomé, M Goldhacker, MW Greenlee, EW Lang 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 3 | 2019 |
A multimodal 2d convolutional neural network for multiple sclerosis lesion detection F Raab, S Wein, M Greenlee, W Malloni, E Lang Authorea Preprints, 2023 | 2 | 2023 |
Investigation of an efficient multi-modal convolutional neural network for multiple sclerosis lesion detection F Raab, W Malloni, S Wein, MW Greenlee, EW Lang Scientific Reports 13 (1), 21154, 2023 | | 2023 |
Lack of orientation specific adaptation to vertically oriented Glass patterns in human visual cortex: an fMRI adaptation investigation A Pavan, WM Malloni, SM Frank, S Wein, R Donato, MW Greenlee Scientific Reports 13 (1), 12362, 2023 | | 2023 |
Bus Route Classification for Rural Areas Using Graph Convolutional Networks T Stadler, S Weikl, S Wein, P Georg, A Schäfer, J Dünnweber International Conference on Artificial Intelligence and Soft Computing, 236-250, 2023 | | 2023 |
Applications of Spatio-Temporal Graph Neural Network Models for Brain Connectivity Analysis S Wein | | 2023 |
Inhalation-modulated detection of olfactory BOLD responses in the human brain ALI Alahäivälä, D Thaploo, S Wein, P Seidel, M Riebel, T Hummel, ... Frontiers in Neuroimaging 2, 2023 | | 2023 |
Bus Route Classification for Rural Areas using Graph Convolutional Networks J Dünnweber, T Stadler, S Weikl, A Schäfer, P Georg, S Wein 22nd International Conference on Artificial Intelligence and Soft Computing …, 2023 | | 2023 |
Ein multimodales 2D Convolutional Neural Network mit 3 Eingängen zur Detektion von Multiple-Sklerose Läsionen F Raab, WE Lang, C Stroszczynski, S Wein, M Haimerl RöFo-Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden …, 2022 | | 2022 |