Classification of unipolar and bipolar depression using machine learning techniques

Author(s)

Suen, Paulo J. C. ^[1] ; Goerigk, Stephan ^{[2, 3, 4]} ; Razza, Lais B. ^[5] ; Padberg, Frank ^[3] ; Passos, Ives Cavalcante ^{[6, 7, 8]} ; Brunoni, Andre R. ^{[9, 10]}

Affiliation

^[1] Univ Sao Paulo, Fac Med FMUSP, Sao Paulo, SP - Brazil

^[2] Univ Appl Sci, Hsch Fresenius, Munich - Germany

^[3] Hosp Univ Munich, Dept Psychiat & Psychotherapy, Munich - Germany

^[4] Univ Munich, Dept Psychol Methodol & Assessment, Munich - Germany

^[5] Univ Sao Paulo, Inst Nacl Biomarcadores Neuropsiquiatr INBioN, Dept & Inst Psychiat, Fac Med, Lab Neurosci LIM 27, R Dr Ovidio de Pires Campos 785, 2o Andar, BR-05403000 Sao Paulo - Brazil

^[6] Univ Fed Rio Grande do Sul, Hosp Clin Porto Alegre HCPA, Lab Mol Psychiat, Porto Alegre, RS - Brazil

^[7] Univ Fed Rio Grande do Sul, Hosp Clin Porto Alegre HCPA, Nacl Ciencia & Tecnol Translac Med INCT TM, Ctr Pesquisa Expt CPE, Porto Alegre, RS - Brazil

^[8] Univ Fed Rio Grande do Sul, Hosp Clin Porto Alegre HCPA, Ctr Pesquisa Clin CPC, Porto Alegre, RS - Brazil

^[9] Univ Sao Paulo, Dept Internal Med, Fac Med, Av Prof Lineu Prestes 2565, BR-05508000 Sao Paulo - Brazil

^[10] Univ Sao Paulo, Hosp Univ, Av Prof Lineu Prestes 2565, BR-05508000 Sao Paulo - Brazil

• Document type: Journal article
• Source: PSYCHIATRY RESEARCH; v. 295, JAN 2021.
• Web of Science Citations: 0

Abstract

• FAPESP's process: 12/20911-5 - Escitalopram and transcranial direct current stimulation in major depressive disorder: a double blind, placebo-controlled, randomized, non-inferiority trial
• Grantee: Andre Russowsky Brunoni
• Support Opportunities: Research Grants - Young Investigators Grants