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

New Methods (1846) Research Instruments, Questionnaires, and Tools (1229) Advanced Data Analytics in eHealth (370) New Services for the Elderly (110) Digital Biomarkers and Digital Phenotyping (465) Geriatrics and Longevity Medicine (95) Computer-Aided Diagnosis (435) Frailty Detection, Assessment and Prediction (246) Neurotech Innovations, Diagnostic Tools and Techniques (76)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/58466, first published .
Elderly man singing into a microphone with a sound wave visualization behind him.

Identifying and Estimating Frailty Phenotypes by Vocal Biomarkers: Cross-Sectional Study

Identifying and Estimating Frailty Phenotypes by Vocal Biomarkers: Cross-Sectional Study

Authors of this article:

Yu-Chun Lin1, 2 Author Orcid Image ;   Huang-Ting Yan3 Author Orcid Image ;   Chih-Hsueh Lin4, 5 Author Orcid Image ;   Hen-Hong Chang1, 2, 6 Author Orcid Image
Article Authors Cited by (9) Tweetations Metrics

Journals

  1. Lin Y, Yan H. Frailty phenotypes and their association with health consequences: a comparison of different measures. Aging Clinical and Experimental Research 2024;36(1) View
  2. Nakao M, Shimosato M, Sakane N, Nakashima T. Oral health assessment of end-of-life patients with cancer: Evaluating the diagnostic accuracy of the oral assessment guide and oral health assessment tool in prognosis prediction. Supportive Care in Cancer 2025;33(8) View
  3. Amir-Behghadami M, Gholipour K, Mohammadzadeh Z. Vocal biomarkers for geriatric health assessment: a scoping review protocol. BMJ Open 2026;16(2):e109480 View
  4. Da Cunha E, Zory R, Chorin F, Manera V, Gros A. Spontaneous speech enables scalable digital phenotyping of physical functional deficits in aging. npj Aging 2026;12(1) View
  5. Da Cunha E, Manera V, Chorin F, Lemaire J, Plonka A, Mouton A, Zory R, Gros A. Speech-based digital biomarkers for early etiological stratification of Alzheimer’s disease and frontotemporal degeneration: a biomarker-confirmed prospective study. The Journal of Prevention of Alzheimer's Disease 2026;13(6):100573 View
  6. Da Cunha E, Zory R, Chorin F, Guérin O, Manera V, Gros A. Speech as a dynamic biomarker of physical aging: a longitudinal study. GeroScience 2026 View
  7. Shen H, Ju M, Wu X, Shi S, Sun J, Tian M. The application value of frailty assessment tools in the perioperative period: A narrative review. Journal of Anesthesia and Translational Medicine 2026;5(2):90 View
  8. Pizzimenti M, Kalia A, Toghranegar J, Ebraheem M, Cummins N, Ghosh S, Anibal J, Au R, Azarang A, Bahr R, Barvaux S, Bedrick S, Botha H, Coleman O, Elbeji A, Kourtis L, Rameau A, Sara J, Watts S, Hemmerling D, Mekyska J, Speights M, Bélisle-Pipon J, Bensoussan Y, Fagherazzi G. Consensus-Based Definitions for Vocal Biomarkers: The International VOCAL Initiative. Digital Biomarkers 2026;10(1):178 View

Books/Policy Documents

  1. Peng S, Li X, Pan Y, Liu Z, Zhou F. Advanced Computational Intelligence and Intelligent Informatics. View