Characterizing the dynamics, reactivity and controllability of moods in depression with a Kalman filter
Malamud J, Guloksuz S, van Winkel R, Delespaul P, De Hert M, Derom C, Thiery E, Jacobs N, Rutten B, Huys Q. Characterizing the dynamics, reactivity and controllability of moods in depression with a Kalman filter. PLOS Computational Biology 2024, 20: e1012457. PMID: 39312537, PMCID: PMC11449358, DOI: 10.1371/journal.pcbi.1012457.Peer-Reviewed Original ResearchMeSH KeywordsAffectAlgorithmsComputational BiologyDepressionEcological Momentary AssessmentFemaleHumansMalePsychometricsConceptsEcological momentary assessmentEcological momentary assessment dataMood statesMood disordersDepressive stateMood dynamicsFeatures of mood disordersCombination of ecological momentary assessmentsControl of moodSymptoms of depressionInternal emotional statesAlterations to interactionsPsychopathological featuresMomentary assessmentMoodEmotional statesDepressionEnvironmental stimuli