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Title: SVM code for article: Support vector machine based aphasia classification of transcranial magnetic stimulation language mapping in brain tumor patients.

Type Software Ziqian Wang, Lucius Samo Fekonja, Felix Dreyer, Peter Vajkoczy, Thomas Picht (2020): SVM code for article: Support vector machine based aphasia classification of transcranial magnetic stimulation language mapping in brain tumor patients.. Zenodo. Software. https://zenodo.org/record/3967287

Authors: Ziqian Wang (Charité - University Hospital Berlin) ; Lucius Samo Fekonja (Charité - University Hospital Berlin) ; Felix Dreyer (Freie Universität Berlin) ; Peter Vajkoczy (Charité - University Hospital Berlin) ; Thomas Picht (Charité - University Hospital Berlin) ;

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Summary

Here we publish the SVM code used in our analysis of transcranial magnetic stimulation for object naming with machine learning classification shows reorganisation patterns in tumor patients article.

More information

  • DOI: 10.5281/zenodo.3967287
  • Language: en

Subjects

  • SVM, Machine Learning, TMS, Language mapping, Tumor

Dates

  • Publication date: 2020
  • Issued: March 26, 2020

Notes

Other: The authors acknowledge the support of the Cluster of Excellence Matters of Activity. Image Space Material funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany´s Excellence Strategy – EXC 2025.

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Format

electronic resource

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DescriptionItem typeRelationshipUri
Citeshttps://github.com/faruto/Libsvm-FarutoUltimate-Version/blob/master/Libsvm-FarutoUltimate%20V3.1/matlab-implement%5Bby%20faruto%5D/SVR_test.m
IsVersionOfhttps://doi.org/10.5281/zenodo.3727663
IsPartOfhttps://zenodo.org/communities/neuroinformatics
IsPartOfhttps://zenodo.org/communities/zenodo