Hybridizing EMD with cICA for fMRI Analysis of Patient Groups. - Simon Wein; Ana Maria Tomé; Markus Goldhacker; Mark W. Greenlee; Elmar Wolfgang Lang (EMBC, 2019)

A constrained ICA-EMD Model for Group Level fMRI Analysis. - Simon Wein; Ana Maria Tomé; Markus Goldhacker; Mark W. Greenlee; Elmar Wolfgang Lang (CoRR, 2019)

A Graph Neural Network Framework for Causal Inference in Brain Networks. - Simon Wein; Wilhelm M. Malloni; Ana Maria Tomé; Sebastian M. Frank; Gina-Isabelle Henze; Stefan Wüst; Mark W. Greenlee; Elmar Wolfgang Lang (CoRR, 2020)

Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning. - Simon Wein; Gustavo Deco; Ana Maria Tomé; Markus Goldhacker; Wilhelm M. Malloni; Mark W. Greenlee; Elmar Wolfgang Lang (Comput. Intell. Neurosci., 2021)

Bus Route Classification for Rural Areas Using Graph Convolutional Networks. - Timo Stadler; Sandra Weikl; Simon Wein; Peter Georg; Andreas Schäfer; Jan Dünnweber (ICAISC (1), 2023)

Applications of Spatio-Temporal Graph Neural Network Models for Brain Connectivity Analysis. - Simon Wein (2023)

Data integration with Fusion Searchlight: Classifying brain states from resting-state fMRI. - Simon Wein; Marco Riebel; Lisa-Marie Brunner; Caroline Nothdurfter; Rainer Rupprecht; Jens V. Schwarzbach (NeuroImage, 2025)