Bayesian Networks for Prescreening in Depression: Algorithm Development and Validation

Eduardo Maekawa   ^{1, 2} , MSc ;   Eoin Martino Grua   ^{1, 2} , PhD ;   Carina Akemi Nakamura   ³ , PhD ;   Marcia Scazufca   ^{3, 4} , PhD ;   Ricardo Araya   ⁵ , PhD ;   Tim Peters   ⁶ , PhD ;   Pepijn van de Ven   ^{1, 2} , PhD

¹ Department of Electronic and Computer Engineering, University of Limerick, Limerick, Ireland

² Health Research Institute, University of Limerick, Limerick, Ireland

³ Departamento de Psiquiatria, Faculdade de Medicina da Universidade de Sao Paulo, Universidade de Sao Paulo, Sao Paulo, Brazil

⁴ Instituto de Psiquiatria, Hospital das Clinicas da Faculdade de Medicina da Universidade de Sao Paulo, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil

⁵ Centre for Global Mental Health, King’s College London, London, United Kingdom

⁶ Bristol Dental School, University of Bristol, Bristol, United Kingdom