Get started
Author

Caroline Wanderley Espinola

Observed names: Caroline Espinola, Caroline W Espinola, Caroline W. Espinola, Espinola, Caroline W, Espinola, Caroline W.
Observed institutions: St. Michael's Hospital, Centre for Addiction and Mental Health, University of Toronto, Universidade Federal de Pernambuco, Ontario Tech University, Unity Health Toronto, Hospital Ulysses Pernambucano, Toronto Metropolitan University, St. Joseph’s Healthcare Hamilton, Universidade de Pernambuco, McMaster University
ORCID: 0000-0002-5479-8914
Observed ORCID: 0000-0002-5479-8914
OpenAlex ID: A5033301253
Detection of major depressive disorder using vocal acoustic analysis and machine learning—an exploratory study
2020 · Caroline Wanderley Espinola, Juliana Carneiro Gomes, et al. · Research on Biomedical Engineering · 62
Detection of major depressive disorder, bipolar disorder, schizophrenia and generalized anxiety disorder using vocal acoustic analysis and machine learning: an exploratory study
2022 · Caroline Wanderley Espinola, Juliana Carneiro Gomes, et al. · Research on Biomedical Engineering · 59
Vocal acoustic analysis and machine learning for the identification of schizophrenia
2020 · Caroline Wanderley Espinola, Juliana Carneiro Gomes, et al. · Research on Biomedical Engineering · 32
Digital Interventions for Stress Among Frontline Health Care Workers: Results From a Pilot Feasibility Cohort Trial
2023 · Caroline W Espinola, Binh Nguyen, et al. · JMIR Serious Games · 17
PDF
Magnetic Seizure Therapy in Refractory Psychiatric Disorders: A Systematic Review and Meta-Analysis: La thérapie par convulsions magnétiques pour la prise en charge des troubles psychiatriques réfractaires : revue systématique et méta-analyse
2024 · Jake Prillo, Lorina Zapf, et al. · The Canadian Journal of Psychiatry · 9
Development of Content for a Virtual Reality Simulation to Understand and Mitigate Moral Distress in Healthcare Workers
2022 · Mithusa Sivanathan, Caroline W Espinola, et al. · Cureus · 9
PDF
Detection of Major Depressive Disorder, Bipolar Disorder, Schizophrenia and Generalized Anxiety Disorder Using Vocal Acoustic Analysis and Machine Learning
2022 · Caroline Wanderley Espinola, Juliana Carneiro Gomes, et al. · Research Square · 9
PDF
Pretreatment anxious depression as a predictor of side effect frequency and severity in escitalopram and aripiprazole adjunctive therapy
2022 · Caroline W. Espinola, Yuelee Khoo, et al. · Brain and Behavior · 9
PDF
Tolerability and Clinical Outcomes With Anesthesia Dose Reduction During Electroconvulsive Therapy
2025 · Caroline W. Espinola, Tyler S. Kaster, et al. · JAMA Network Open · 6
Influence of CYP2C19 , CYP2D6 , and ABCB1 Gene Variants and Serum Levels of Escitalopram and Aripiprazole on Treatment-Emergent Sexual Dysfunction: A Canadian Biomarker Integration Network in Depression 1 (CAN-BIND 1) Study
2023 · Farhana Islam, Leen Magarbeh, et al. · The Canadian Journal of Psychiatry · 5
Development of a data-driven digital phenotype profile of distress experience of healthcare workers during COVID-19 pandemic
2023 · Binh Nguyen, Andrei Torres, et al. · Computer Methods and Programs in Biomedicine · 5
Males and females differ in reported sexual functioning with escitalopram treatment for major depressive disorder: A CAN-BIND-1 study report
2022 · Caroline W Espinola, Yuelee Khoo, et al. · Journal of Psychopharmacology · 4
Feasibility and clinical effects of accelerated sequential bilateral theta burst stimulation in late-life depression (ACCELDER Trial)
2025 · Jeanette Hui, Alisson P. Trevizol, et al. · Transcranial magnetic stimulation . · 1
PDF
Tolerability and Clinical Outcomes with Anesthesia Dose Reduction during Electroconvulsive Therapy
2025 · Caroline Wanderley Espinola, Tyler Kaster, et al. · Brain stimulation · 1
PDF
Wearable-Based Assessment for Relapse Prediction Following Repetitive Transcranial Magnetic Stimulation for Depression: Protocol for a Feasibility Study (WARN-D Study)
2026 · Clarissa Dine, Zakariya Rekkas, et al. · JMIR Research Protocols
Electroconvulsive therapy in patients with trauma and personality disorders: what is the evidence?
2025 · Jeanette Hui, Caroline W. Espinola, et al. · Expert Review of Neurotherapeutics
296. Accelerated Sequential Bilateral Theta Burst Stimulation in Treatment-Resistant Late-Life Depression (ACCELDER Trial)
2025 · Jeanette Hui, Alisson P. Trevizol, et al. · Biological Psychiatry
Accelerated sequential bilateral theta burst repetitive transcranial magnetic stimulation in late-life depression
2025 · Jeanette Hui, Alisson Trevizol, et al. · Brain stimulation
PDF
The Sound of the Mind: Detection of Common Mental Disorders Using Vocal Acoustic Analysis and Machine Learning
2022 · Caroline Wanderley Espinola, Juliana Carneiro Gomes, et al. · CRC Press eBooks
Author response for "Pretreatment anxious depression as a predictor of side effect frequency and severity in escitalopram and aripiprazole adjunctive therapy"
2022 · Caroline W. Espinola, Yuelee Khoo, et al.
Development of a Data-Driven Digital Phenotype Profile of Distress Experience of Healthcare Workers During COVID-19 Pandemic
2022 · Binh Nguyen, Andrei Torres, et al. · SSRN Electronic Journal
Development of a Data-Driven Digital Phenotype Profile of Distress Experience of Healthcare Workers During COVID-19 Pandemic
2022 · Binh Nguyen, Andrei Torres, et al. · SSRN Electronic Journal
Análise computacional da voz como uma ferramenta de auxílio diagnóstico de transtornos mentais
2021 · Caroline Wanderley Espinola · LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)
Works count: 28
Citation count: 228
H-index: 8
I10-index: 4
Year
Topic
Type