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/