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SVM code for article: Analysis of transcranial magnetic stimulation for object naming with machine learning classification shows reorganisation patterns in tumor patients.

Ziqian Wang; Lucius Samo Fekonja; Felix Dreyer; Peter Vajkoczy; Thomas Picht


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{
  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "description": "<p>Here we publish the&nbsp;SVM code used in our&nbsp;<em>analysis of transcranial magnetic stimulation for object naming with machine learning classification shows reorganisation patterns in tumor patients</em> article.</p>\n\n<p>&nbsp;</p>\n\n<p>The SVM code is modified after faruto and liyang,&nbsp;<a href=\"https://github.com/faruto/Libsvm-FarutoUltimate-Version/blob/master/Libsvm-FarutoUltimate%20V3.1/matlab-implement%5Bby%20faruto%5D/SVR_test.m\">Libsvm-FarutoUltimate-Version</a>.</p>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Charit\u00e9 - University Hospital Berlin", 
      "@id": "https://orcid.org/0000-0001-6675-6407", 
      "@type": "Person", 
      "name": "Ziqian Wang"
    }, 
    {
      "affiliation": "Charit\u00e9 - University Hospital Berlin", 
      "@id": "https://orcid.org/0000-0003-1973-4410", 
      "@type": "Person", 
      "name": "Lucius Samo Fekonja"
    }, 
    {
      "affiliation": "Freie Universit\u00e4t Berlin", 
      "@id": "https://orcid.org/0000-0003-1560-8126", 
      "@type": "Person", 
      "name": "Felix Dreyer"
    }, 
    {
      "affiliation": "Charit\u00e9 - University Hospital Berlin", 
      "@id": "https://orcid.org/0000-0003-4350-392X", 
      "@type": "Person", 
      "name": "Peter Vajkoczy"
    }, 
    {
      "affiliation": "Charit\u00e9 - University Hospital Berlin", 
      "@type": "Person", 
      "name": "Thomas Picht"
    }
  ], 
  "url": "https://zenodo.org/record/3727664", 
  "citation": [
    {
      "@id": "https://github.com/faruto/Libsvm-FarutoUltimate-Version/blob/master/Libsvm-FarutoUltimate%20V3.1/matlab-implement%5Bby%20faruto%5D/SVR_test.m", 
      "@type": "CreativeWork"
    }
  ], 
  "datePublished": "2020-03-26", 
  "version": "1.0", 
  "keywords": [
    "SVM", 
    "Machine Learning", 
    "TMS", 
    "Language mapping"
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.3727664", 
  "@id": "https://doi.org/10.5281/zenodo.3727664", 
  "@type": "SoftwareSourceCode", 
  "name": "SVM code for article: Analysis of transcranial magnetic stimulation for object naming with machine learning classification shows reorganisation patterns in tumor patients."
}
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