This paper is in the following e-collection/theme issue:

Depression and Mood Disorders; Suicide Prevention (1691) Mobile Health (mhealth) (3464) mHealth for Data Collection and Research (1196) Ecological Momentary Assessment (EMA) (405) Speech and Phonetics in Verbal Protocols (Think Aloud, Recall, and Explanation Tasks) (95)

Published on in Vol 11 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/49222, first published .
Speech Features as Predictors of Momentary Depression Severity in Patients With Depressive Disorder Undergoing Sleep Deprivation Therapy: Ambulatory Assessment Pilot Study

Speech Features as Predictors of Momentary Depression Severity in Patients With Depressive Disorder Undergoing Sleep Deprivation Therapy: Ambulatory Assessment Pilot Study

Speech Features as Predictors of Momentary Depression Severity in Patients With Depressive Disorder Undergoing Sleep Deprivation Therapy: Ambulatory Assessment Pilot Study

Authors of this article:

Lisa-Marie Wadle1 Author Orcid Image ;   Ulrich W Ebner-Priemer1, 2 Author Orcid Image ;   Jerome C Foo3, 4, 5 Author Orcid Image ;   Yoshiharu Yamamoto6 Author Orcid Image ;   Fabian Streit3 Author Orcid Image ;   Stephanie H Witt3 Author Orcid Image ;   Josef Frank3 Author Orcid Image ;   Lea Zillich3 Author Orcid Image ;   Matthias F Limberger1 Author Orcid Image ;   Ayimnisagul Ablimit7 Author Orcid Image ;   Tanja Schultz7 Author Orcid Image ;   Maria Gilles2 Author Orcid Image ;   Marcella Rietschel3 Author Orcid Image ;   Lea Sirignano3 Author Orcid Image
Article Authors Cited by (8) Tweetations (2) Metrics

Journals

  1. Anmella G, De Prisco M, Joyce J, Valenzuela-Pascual C, Mas-Musons A, Oliva V, Fico G, Chatzisofroniou G, Mishra S, Al-Soleiti M, Corponi F, Giménez-Palomo A, Montejo L, González-Campos M, Popovic D, Pacchiarotti I, Valentí M, Cavero M, Colomer L, Grande I, Benabarre A, Llach C, Raduà J, McInnis M, Hidalgo-Mazzei D, Frye M, Murru A, Vieta E. Automated Speech Analysis in Bipolar Disorder: The CALIBER Study Protocol and Preliminary Results. Journal of Clinical Medicine 2024;13(17):4997 View
  2. Hartnagel L, Emden D, Foo J, Streit F, Witt S, Frank J, Limberger M, Schmitz S, Gilles M, Rietschel M, Hahn T, Ebner-Priemer U, Sirignano L. Momentary Depression Severity Prediction in Patients With Acute Depression Who Undergo Sleep Deprivation Therapy: Speech-Based Machine Learning Approach. JMIR Mental Health 2024;11:e64578 View
  3. Menne F, Dörr F, Schräder J, Tröger J, Habel U, König A, Wagels L. The voice of depression: speech features as biomarkers for major depressive disorder. BMC Psychiatry 2024;24(1) View
  4. Jelassi M, Matteli K, Ben Khalfallah H, Demongeot J. Enhancing Personalized Mental Health Support Through Artificial Intelligence: Advances in Speech and Text Analysis Within Online Therapy Platforms. Information 2024;15(12):813 View
  5. Bartsch S, Behn O, Benlian A, Brownsword R, Bücker S, Düwell M, Formánek N, Jungtäubl M, Leyer M, Richter A, Schmidt J, Will-Zocholl M. Governance of High-Risk AI Systems in Healthcare and Credit Scoring. Business & Information Systems Engineering 2025;67(4):563 View
  6. Conejero I, Villalba M, Matos V, Jiménez O, García R, Albarracín-García L, Porras-Segovia A, Barrigón M, Lopez-Castroman J, Artés-Rodriguez A, Baca-Garcia E. Feasibility of digital monitoring in patients receiving ambulatory psychiatric care. Journal of Psychiatric Research 2025;189:184 View
  7. Calić G, Branimir Radmanović , Mirjana Petrović-Lazić , Dragana Ignjatović Ristić , Subotić N, Mladenović M. Can Voice Characteristics Predict the Severity of Depression: A Study on Serbian-Speaking Participants. International Journal of Cognitive Research in Science, Engineering and Education (IJCRSEE) 2025;13(2):289 View
  8. Hale M, Langhough R, Basche K, Betthauser T, Chin N, Christian B, Hermann B, Johnson S, Mueller K. Linking silent pause locations in speech to amyloid and tau deposition in cognitively unimpaired individuals. Journal of Alzheimer’s Disease 2025;107(4):1481 View