Division of Mind and Brain Research GNU General Public License v3 Yes Charité Universitätsmedizin, Berlin NITRC NBS-Predict: A Prediction-based Extension of the Network-based Statistic Yes NBS-Predict is a prediction-based extension of the Network-based Statistic (Zalesky et al., 2010). NBS-Predict aims to alleviate the curse of dimensionality, lack of interpretability, and problem of generalizability. By combining the powerful features of machine learning and graph theory in a cross-validation (CV) structure, it provides a fast and convenient tool to identify neuroimaging-based biomarkers with high generalizability. Unlike generic machine learning algorithms, results derived from the toolbox are straightforwardly interpretable. NBS-Predict comes with a user-friendly graphical user interface (GUI) developed on MATLAB. Thus, it does not require any programming expertise. The toolbox provides an interactive viewer to visualize the results. The extensive user manual and usage tutorials are included in the toolbox. Reference: Serin, E., Zalesky, A., Matory, A., Walter, H., & Kruschwitz, J. D. (2021). NBS-Predict: A Prediction-based Extension of the Network-based Statistic. NeuroImage, 118625. 2024-4-21 NBS-Predict v1.0.0-beta.12_hotfix 2024-4-03 NBS-Predict_v1.0.0-beta.12 2023-8-21 NBS-Predict_v1.0.0-beta.11 2023-6-27 NBS-Predict v1.0.0-beta.10_hotfix 2023-6-19 NBS-Predict_v1.0.0-beta.10 2022-3-17 NBS-Predict_v1.0.0-beta.9 2022-2-25 NBS-Predict_v1.0.0-beta.8 2022-2-23 NBS-Predict_v1.0.0-beta.7 2022-1-10 NBS-Predict_v1.0.0-beta.6 2021-11-05 NBS-Predict_v1.0.0-beta.5 2021-10-28 NBS-Predict_v1.0.0-beta.4 2021-10-23 NBS-Predict_v1.0.0-beta.3 2021-10-21 NBS-Predict_v1.0.0-beta2 2021-4-15 NBS-Predict_v1.0.0-beta1 NBS-Predict: A Prediction-based Extension of the Network-based Statistic Computational Neuroscience, MR, GNU General Public License v3, Connectivity Analysis http://www.nitrc.org/projects/nbspredict/