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How to Cite PRoNTo

If you use PRoNTo in your research, please cite the appropriate paper(s) depending on which version and features you used.


Using PRoNTo (any version)

Schrouff J, Rosa MJ, Rondina JM, Marquand AF, Chu C, Ashburner J, Phillips C, Richiardi J, Mourao-Miranda J. PRoNTo: Pattern Recognition for Neuroimaging Toolbox. Neuroinformatics, 2013. https://doi.org/10.1007/s12021-013-9178-1


PRoNTo v2 — Weight Map Summarization

Schrouff J, Cremers J, Garraux G, Baldassarre L, Mourao-Miranda J, Phillips C. Localizing and Comparing Weight Maps Generated from Linear Kernel Machine Learning Models. International Workshop on Pattern Recognition in Neuroimaging (PRNI), 2013. https://doi.org/10.1109/PRNI.2013.34


PRoNTo v2 — Multiple Kernel Learning

Schrouff J, Monteiro JM, Portugal L, Rosa MJ, Phillips C, Mourao-Miranda J. Embedding Anatomical or Functional Knowledge in Whole-Brain Multiple Kernel Learning Models. Neuroinformatics, 2018. https://doi.org/10.1007/s12021-017-9347-8


PRoNTo v3 — Intracranial EEG / MKL

Schrouff J, Mourao-Miranda J, Phillips C, Parvizi J. Decoding intracranial EEG data with multiple kernel learning method. Journal of Neuroscience Methods, 2016. https://doi.org/10.1016/j.jneumeth.2015.10.004


PRoNTo v3.1 — Elastic-Net Multiple Kernel Learning

Mourão-Miranda J, Hussain Z, Tsirlis K, Phillips C, Shawe-Taylor J. Elastic-Net Multiple Kernel Learning: Combining Multiple Data Sources for Prediction. arXiv preprint, 2025. https://arxiv.org/abs/2512.11547


Third-Party Studies Using PRoNTo