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

Digital Health Reviews (1186) Artificial Intelligence (1198) Machine Learning (1385) Decision Support for Health Professionals (1137) Digital Biomarkers and Digital Phenotyping (178)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/46105, first published .
Applied Machine Learning Techniques to Diagnose Voice-Affecting Conditions and Disorders: Systematic Literature Review

Applied Machine Learning Techniques to Diagnose Voice-Affecting Conditions and Disorders: Systematic Literature Review

Applied Machine Learning Techniques to Diagnose Voice-Affecting Conditions and Disorders: Systematic Literature Review

Authors of this article:

Alper Idrisoglu1 Author Orcid Image ;   Ana Luiza Dallora1 Author Orcid Image ;   Peter Anderberg1, 2 Author Orcid Image ;   Johan Sanmartin Berglund1 Author Orcid Image
Article Authors Cited by (8) Tweetations (12) Metrics

Journals

  1. Eguchi K, Yaguchi H, Kudo I, Kimura I, Nabekura T, Kumagai R, Fujita K, Nakashiro Y, Iida Y, Hamada S, Honma S, Takei A, Moriwaka F, Yabe I. Differentiation of speech in Parkinson’s disease and spinocerebellar degeneration using deep neural networks. Journal of Neurology 2023 View
  2. Pham T, Holmes S, Zou L, Patel M, Coulthard P. Diagnosis of pathological speech with streamlined features for long short-term memory learning. Computers in Biology and Medicine 2024;170:107976 View
  3. Calvache-Mora C, Soláque L, Velasco A, Peñuela L. Fine-Tuning of a Voice Production Model to Estimate Impact Stress Using a Metaheuristic Method. Revista de Investigación e Innovación en Ciencias de la Salud 2024;6(1):24 View
  4. Ur Rehman M, Shafique A, Azhar Q, Jamal S, Gheraibia Y, Usman A. Voice disorder detection using machine learning algorithms: An application in speech and language pathology. Engineering Applications of Artificial Intelligence 2024;133:108047 View
  5. Bensoussan Y, Elemento O, Rameau A. Voice as an AI Biomarker of Health—Introducing Audiomics. JAMA Otolaryngology–Head & Neck Surgery 2024;150(4):283 View
  6. Rogers H, Hseu A, Kim J, Silberholz E, Jo S, Dorste A, Jenkins K. Voice as a Biomarker of Pediatric Health: A Scoping Review. Children 2024;11(6):684 View
  7. Granov R, Vedad S, Wang S, Durham A, Shah D, Pasinetti G. The Role of the Neural Exposome as a Novel Strategy to Identify and Mitigate Health Inequities in Alzheimer’s Disease and Related Dementias. Molecular Neurobiology 2024 View