Voice for health: the use of vocal biomarkers from research to clinical practice

G Fagherazzi, A Fischer, M Ismael, V Despotovic - Digital biomarkers, 2021 - karger.com
Diseases can affect organs such as the heart, lungs, brain, muscles, or vocal folds, which
can then alter an individual's voice. Therefore, voice analysis using artificial intelligence …

[HTML][HTML] Applied machine learning techniques to diagnose voice-affecting conditions and disorders: Systematic literature review

A Idrisoglu, AL Dallora, P Anderberg… - Journal of Medical Internet …, 2023 - jmir.org
Background Normal voice production depends on the synchronized cooperation of multiple
physiological systems, which makes the voice sensitive to changes. Any systematic …

Multimodal technologies for remote assessment of neurological and mental health

V Ramanarayanan - Journal of Speech, Language, and Hearing …, 2024 - pubs.asha.org
Purpose: Automated remote assessment and monitoring of patients' neurological and
mental health is increasingly becoming an essential component of the digital clinic and …

Oral and laryngeal diadochokinesis across the life span: A sco** review of methods, reference data, and clinical applications

RD Kent, Y Kim, L Chen - Journal of Speech, Language, and Hearing …, 2022 - ASHA
Purpose: The aim of this study was to conduct a sco** review of research on oral and
laryngeal diadochokinesis (DDK) in children and adults, either typically …

AI-assisted detection of biomarkers by sensors and biosensors for early diagnosis and monitoring

T Wasilewski, W Kamysz, J Gębicki - Biosensors, 2024 - pmc.ncbi.nlm.nih.gov
The steady progress in consumer electronics, together with improvement in microflow
techniques, nanotechnology, and data processing, has led to implementation of cost …

Speech prosody in mental disorders

H Ding, Y Zhang - Annual Review of Linguistics, 2023 - annualreviews.org
In response to uncovering brain mechanisms underlying vocal communication and
searching for biomarkers for mental illnesses, speech prosody has been increasingly …

Responsible development of clinical speech AI: Bridging the gap between clinical research and technology

V Berisha, JM Liss - NPJ Digital Medicine, 2024 - nature.com
This perspective article explores the challenges and potential of using speech as a
biomarker in clinical settings, particularly when constrained by the small clinical datasets …

Digital cognitive biomarker for mild cognitive impairments and dementia: a systematic review

Z Ding, TL Lee, AS Chan - Journal of clinical medicine, 2022 - mdpi.com
The dementia population is increasing as the world's population is growing older. The
current systematic review aims to identify digital cognitive biomarkers from computerized …

Speech as a biomarker: opportunities, interpretability, and challenges

V Ramanarayanan, AC Lammert, HP Rowe… - Perspectives of the ASHA …, 2022 - ASHA
Purpose: Over the past decade, the signal processing and machine learning literature has
demonstrated notable advancements in automated speech processing with the use of …

Multimodal speech biomarkers for remote monitoring of ALS disease progression

M Neumann, H Kothare, V Ramanarayanan - Computers in Biology and …, 2024 - Elsevier
Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease that
severely impacts affected persons' speech and motor functions, yet early detection and …