Exploring machine learning to predict depressive relapses of bipolar disorder patients
Luísa de Siqueira Rotenberg, Renato Gomes Borges-Júnior, Beny Lafer, Rogério Salvini, Rodrigo da Silva Dias
Topics & Concepts
Bipolar disorderHypomaniaManiaMoodPsychologyMajor depressive disorderCohortNaive Bayes classifierRandom forestDepression (economics)Machine learningClinical psychologyMultilayer perceptronPsychiatrySupport vector machineMedicineInternal medicineComputer scienceArtificial neural networkMacroeconomicsEconomicsBipolar Disorder and TreatmentDigital Mental Health InterventionsMental Health via Writing