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

Neurotech Innovations, Diagnostic Tools and Techniques (77) mHealth for Data Collection and Research (1782) Dementia and Cognitive Decline (919) Digital Biomarkers and Digital Phenotyping (476) Computer-Aided Diagnosis (445) Voice Phenotyping and Vocal Biomarkers (37)

Published on in Vol 4 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/64624, first published .
Elderly man with headphones on looking at smartphone at desk

Exploring Speech Biosignatures for Traumatic Brain Injury and Neurodegeneration: Pilot Machine Learning Study

Exploring Speech Biosignatures for Traumatic Brain Injury and Neurodegeneration: Pilot Machine Learning Study

Authors of this article:

Rahmina Rubaiat1 Author Orcid Image ;   John Michael Templeton2 Author Orcid Image ;   Sandra L Schneider3 Author Orcid Image ;   Upeka De Silva4 Author Orcid Image ;   Samaneh Madanian4 Author Orcid Image ;   Christian Poellabauer1 Author Orcid Image
Article Authors Cited by (8) Tweetations Metrics

Journals

  1. Sun L, Tseng C, Lin K, Chen P. Hybrid preprocessing and ensemble classification for enhanced detection of Parkinson's disease using multiple speech signal databases. DIGITAL HEALTH 2025;11 View
  2. Perchoux C, Topalian N, Klein S, Chaix B, Tharrey M, Röcke C, Gerber P, Klein O, Missling A, Omrani H, Helbich M, Van Dyck D, Kestens Y, Dijst M, Fagherazzi G. Geographic environments, daily activities and stress in Luxembourg (the FragMent study): a protocol combining map-based questionnaires, geographically explicit ecological momentary assessment and vocal biomarkers of stress. BMJ Open 2025;15(9):e105499 View
  3. Kanti Dash T, Mahapatra S, Panda G. Silent Cues for Non-Intrusive Speech Quality and Intelligibility Evaluation. IEEE Access 2026;14:18685 View
  4. Vecchiato M, Ponte F, Zanardo E, Palermi S, Bazo M, Neunhaeuserer D, Ermolao A, Bressan S, Baioccato V. Artificial intelligence applications in sport-related concussion: an updated scoping review. Journal of Science and Medicine in Sport 2026 View

Books/Policy Documents

  1. Adeleye A, Adeleye O, Mayowa V. Artificial Intelligence in Medicine. View

Conference Proceedings

  1. Ahuja K, Kaur A. 2026 13th International Conference on Computing for Sustainable Global Development (INDIACom). Deep Learning Approaches in Speech Recognition and Voice Regeneration: A Review with Implication for Amyotrophic Lateral Sclerosis View
  2. Rubaiat R, Poellabauer C. 2026 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE). Speech-Based Concussion Detection Using CNNs: A Comparative Study of Acoustic Feature Representations for Digital Health Monitoring View
  3. Zhao W, Dang P, Quach M, Tan F, Madanian S. 2026 IEEE 39th International Symposium on Computer-Based Medical Systems (CBMS). Speech Biomarkers for mTBI Screening: Effects of Sports-Field Noise and Speech Enhancement View