Fusing Data Mining, Machine Learning and Traditional Statistics to Detect Biomarkers Associated with Depression

• Joanna F. Dipnall ,

  * E-mail: jdipnall@deakin.edu.au

  Affiliations IMPACT Strategic Research Centre, School of Medicine, Deakin University, Geelong, VIC, Australia, Department of Statistics, Data Science and Epidemiology, Swinburne University of Technology, Melbourne, VIC, Australia

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• Julie A. Pasco ,

  Contributed equally to this work with: Julie A. Pasco, Michael Berk, Lana J. Williams, Seetal Dodd, Felice N. Jacka, Denny Meyer

  Affiliations IMPACT Strategic Research Centre, School of Medicine, Deakin University, Geelong, VIC, Australia, Department of Medicine, The University of Melbourne, St Albans, VIC, Australia, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia, University Hospital Geelong, Barwon Health, Geelong, VIC, Australia

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• Michael Berk ,

  Contributed equally to this work with: Julie A. Pasco, Michael Berk, Lana J. Williams, Seetal Dodd, Felice N. Jacka, Denny Meyer

  Affiliations IMPACT Strategic Research Centre, School of Medicine, Deakin University, Geelong, VIC, Australia, University Hospital Geelong, Barwon Health, Geelong, VIC, Australia, Department of Psychiatry, The University of Melbourne, Parkville, VIC, Australia, Florey Institute of Neuroscience and Mental Health, Parkville, VIC, Australia, Orygen, the National Centre of Excellence in Youth Mental Health, Parkville, VIC, Australia

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• Lana J. Williams ,

  Contributed equally to this work with: Julie A. Pasco, Michael Berk, Lana J. Williams, Seetal Dodd, Felice N. Jacka, Denny Meyer

  Affiliation IMPACT Strategic Research Centre, School of Medicine, Deakin University, Geelong, VIC, Australia

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• Seetal Dodd ,

  Contributed equally to this work with: Julie A. Pasco, Michael Berk, Lana J. Williams, Seetal Dodd, Felice N. Jacka, Denny Meyer

  Affiliations IMPACT Strategic Research Centre, School of Medicine, Deakin University, Geelong, VIC, Australia, University Hospital Geelong, Barwon Health, Geelong, VIC, Australia, Department of Psychiatry, The University of Melbourne, Parkville, VIC, Australia

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• Felice N. Jacka ,

  Contributed equally to this work with: Julie A. Pasco, Michael Berk, Lana J. Williams, Seetal Dodd, Felice N. Jacka, Denny Meyer

  Affiliations IMPACT Strategic Research Centre, School of Medicine, Deakin University, Geelong, VIC, Australia, Department of Psychiatry, The University of Melbourne, Parkville, VIC, Australia, Centre for Adolescent Health, Murdoch Children’s Research Institute, Melbourne, Australia, Black Dog Institute, Sydney, Australia

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• Denny Meyer

  Contributed equally to this work with: Julie A. Pasco, Michael Berk, Lana J. Williams, Seetal Dodd, Felice N. Jacka, Denny Meyer

  Affiliation Department of Statistics, Data Science and Epidemiology, Swinburne University of Technology, Melbourne, VIC, Australia

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