Feature sensitivity criterion-based sampling strategy from the Optimization based on Phylogram Analysis (Fs-OPA) and Cox regression applied to mental disorder datasets

• Fatemeh Gholi Zadeh Kharrat ,

  Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Writing – original draft

  * E-mail: f.gholizadeh@usp.br

  Affiliation Department of Bioengineering, Universidade de Sao Paulo Escola de Engenharia de Sao Carlos, Sao Carlos, Sao Paulo, Brazil

  http://orcid.org/0000-0002-8039-3830

  ⨯
• Newton Shydeo Brandão Miyoshi,

  Roles Formal analysis

  Affiliation Center of Information and Informatics of Medical School, Ribeirao Preto, Universidade de Sao Paulo Escola de Enfermagem de Ribeirao Preto, Sao Paulo, Brazil

  ⨯
• Juliana Cobre,

  Roles Visualization, Writing – review & editing

  Affiliation Department of Mathematics and Statistics, Universidade de Sao Paulo Instituto de Ciencias Matematicas e de Computacao, Sao Carlos, Sao Paulo, Brazil

  ⨯
• João Mazzoncini De Azevedo-Marques,

  Roles Resources, Supervision, Writing – review & editing

  Affiliation Department of Social Medicine of Medical School, Universidade de Sao Paulo Campus de Ribeirao Preto, Ribeirao Preto, Sao Paulo, Brazil

  ⨯
• Paulo Mazzoncini de Azevedo-Marques,

  Roles Resources, Supervision, Writing – review & editing

  Affiliation Department of Medical Imaging, Hematology and Clinical Oncology of Medical School, Universidade de Sao Paulo Campus de Ribeirao Preto, Ribeirao Preto, Sao Paulo, Brazil

  ⨯
• Alexandre Cláudio Botazzo Delbem

  Roles Conceptualization, Project administration, Resources, Supervision, Writing – review & editing

  Affiliations Department of Bioengineering, Universidade de Sao Paulo Escola de Engenharia de Sao Carlos, Sao Carlos, Sao Paulo, Brazil, Department of Computer Science, Universidade de Sao Paulo Instituto de Ciencias Matematicas e de Computacao, Sao Carlos, Sao Paulo, Brazil

  ⨯