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

New Methods (1192) Natural Language Processing (975) Dementia and Cognitive Decline (755) Diagnostic Tools in Mental Health (344) Machine Learning (2269) Computer-Aided Diagnosis (281)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/74200, first published .
Automated Speech Markers of Alzheimer Dementia: Test of Cross-Linguistic Generalizability

Automated Speech Markers of Alzheimer Dementia: Test of Cross-Linguistic Generalizability

Automated Speech Markers of Alzheimer Dementia: Test of Cross-Linguistic Generalizability

Authors of this article:

Paula Andrea Pérez-Toro1, 2, 3 Author Orcid Image ;   Franco J Ferrante4, 5, 6 Author Orcid Image ;   Gonzalo Pérez4, 5, 6 Author Orcid Image ;   Boon Lead Tee7, 8, 9 Author Orcid Image ;   Jessica de Leon8 Author Orcid Image ;   Elmar Nöth1 Author Orcid Image ;   Maria Schuster10 Author Orcid Image ;   Andreas Maier1 Author Orcid Image ;   Andrea Slachevsky11, 12, 13, 14 Author Orcid Image ;   Maria Luisa Gorno-Tempini8 Author Orcid Image ;   Agustín Ibáñez4, 7, 9, 15 Author Orcid Image ;   Juan Rafael Orozco-Arroyave1, 2 Author Orcid Image ;   Adolfo García4, 7, 16 Author Orcid Image
Article Authors Cited by (4) Tweetations (1) Metrics

Journals

  1. Zhao R, Zhu Z, Huang Z. Applying Multiple Machine Learning Models to Classify Mild Cognitive Impairment from Speech in Community-Dwelling Older Adults. Journal of Intelligence 2026;14(2):17 View
  2. García A. Speech and language in healthy ageing and Alzheimer’s dementia. Nature Reviews Psychology 2026 View
  3. Caro I, Pérez G, Bize J, Ponferrada J, Ferrante F, Welford A, Gauder L, Olavarría L, Henríquez F, Ramos T, Besnier C, Ferrer L, Gorno‐Tempini M, Slachevsky A, Ibañez A, García A. Benchmarking speech biomarkers of Alzheimer's against cognitive and neural measures. Alzheimer's & Dementia 2026;22(4) View
  4. Zakaria Kurdi M. Integrating acoustic, prosodic, and phonological features for automatic Alzheimer’s detection. Frontiers in Aging Neuroscience 2026;18 View