Multigroup prediction in lung cancer patients and comparative controls using signature of volatile organic compounds in breath samples

• Shesh N. Rai ,

  Contributed equally to this work with: Shesh N. Rai, Samarendra Das

  Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – review & editing

  * E-mail: shesh.rai@louisville.edu (SNR); samarendra.das@louisville.edu (SD)

  Affiliations Biostatistics and Bioinformatics Facility, Brown Cancer Center, University of Louisville, Louisville, KY, United States of America, School of Interdisciplinary and Graduate Studies, University of Louisville, Louisville, KY, United States of America, Hepatobiology and Toxicology Center, University of Louisville, Louisville, KY, United States of America, Department of Bioinformatics and Biostatistics, University of Louisville, Louisville, KY, United States of America, Biostatistics and Informatics Facility, Center for Integrative Environmental Research Sciences, University of Louisville, Louisville, KY, United States of America, Christina Lee Brown Envirome Institute, University of Louisville, Louisville, KY, United States of America

  https://orcid.org/0000-0002-8377-353X

  ⨯
• Samarendra Das ,

  Contributed equally to this work with: Shesh N. Rai, Samarendra Das

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: shesh.rai@louisville.edu (SNR); samarendra.das@louisville.edu (SD)

  Affiliations Biostatistics and Bioinformatics Facility, Brown Cancer Center, University of Louisville, Louisville, KY, United States of America, School of Interdisciplinary and Graduate Studies, University of Louisville, Louisville, KY, United States of America, ICAR-Directorate of Foot and Mouth Disease, Arugul, Bhubaneswar, Odisha, India, International Centre for Foot and Mouth Disease, Arugul, Bhubaneswar, Odisha, India, ICAR-Indian Agricultural Statistics Research Institute, PUSA, New Delhi, India

  ⨯
• Jianmin Pan,

  Roles Data curation, Supervision, Writing – review & editing

  Affiliation Biostatistics and Bioinformatics Facility, Brown Cancer Center, University of Louisville, Louisville, KY, United States of America

  ⨯
• Dwijesh C. Mishra,

  Roles Supervision, Writing – review & editing

  Affiliation ICAR-Indian Agricultural Statistics Research Institute, PUSA, New Delhi, India

  ⨯
• Xiao-An Fu

  Roles Data curation, Funding acquisition, Investigation, Project administration, Supervision, Validation, Writing – review & editing

  Affiliation Department of Chemical Engineering, University of Louisville, Louisville, KY, United States of America

  ⨯