Caroline Wanderley Espinola

Detection of major depressive disorder, bipolar disorder, schizophrenia and generalized anxiety disorder using vocal acoustic analysis and machine learning: an exploratory study

Caroline Wanderley Espinola, Juliana Carneiro Gomes, Jessiane Mônica Silva Pereira et al. · Research on Biomedical Engineering · 2022 · 55 citations

Mental Health Monitoring, Psychopathology, Machine Learning +15

Detection of major depressive disorder using vocal acoustic analysis and machine learning—an exploratory study

Caroline Wanderley Espinola, Juliana Carneiro Gomes, Jessiane Mônica Silva Pereira et al. · Research on Biomedical Engineering · 2020 · 50 citations

Voice Disorders, Mental Health, Vocal Acoustic Analysis +17

Vocal acoustic analysis and machine learning for the identification of schizophrenia

Caroline Wanderley Espinola, Juliana Carneiro Gomes, Jessiane Mônica Silva Pereira et al. · Research on Biomedical Engineering · 2020 · 31 citations

Engineering, Machine Learning, Psychiatry +12

Digital Interventions for Stress Among Frontline Health Care Workers: Results From a Pilot Feasibility Cohort Trial

Caroline Wanderley Espinola, Binh Nguyen, Andrei Torres et al. · JMIR Serious Games · 2023 · 12 citations · Full text