[HTML][HTML] Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep …

Y Zhang, AA Folarin, J Dineley, P Conde… - Journal of affective …, 2024 - Elsevier
Background Prior research has associated spoken language use with depression, yet
studies often involve small or non-clinical samples and face challenges in the manual …

Digital Twins for Supporting Ageing Well: Approaches in Current Research and Innovation in Europe and Japan

J Lehmann, L Granrath, R Browne, T Ogawa… - Sustainability, 2024 - mdpi.com
One of the central social challenges of the 21st century is society's aging. AI provides
numerous possibilities for meeting this challenge. In this context, the concept of digital twins …

Digital remote assessment of speech acoustics in cognitively unimpaired adults: feasibility, reliability and associations with amyloid pathology

RL van den Berg, C de Boer, MD Zwan… - Alzheimer's Research & …, 2024 - Springer
Background Digital speech assessment has potential relevance in the earliest, preclinical
stages of Alzheimer's disease (AD). We evaluated the feasibility, test-retest reliability, and …

Zero-shot personalization of speech foundation models for depressed mood monitoring

M Gerczuk, A Triantafyllopoulos, S Amiriparian… - Patterns, 2023 - cell.com
The monitoring of depressed mood plays an important role as a diagnostic tool in
psychotherapy. An automated analysis of speech can provide a non-invasive measurement …

[HTML][HTML] Online speech assessment of the psychotic spectrum: exploring the relationship between overlapping acoustic markers of schizotypy, depression and anxiety

J Olah, K Diederen, T Gibbs-Dean, MJ Kempton… - Schizophrenia …, 2023 - Elsevier
Background Remote assessment of acoustic alterations in speech holds promise to increase
scalability and validity in research across the psychosis spectrum. A feasible first step in …

[HTML][HTML] Automated speech analysis for risk detection of depression, anxiety, insomnia, and fatigue: Algorithm Development and Validation Study

R Riad, M Denais, M de Gennes, A Lesage… - Journal of Medical …, 2024 - jmir.org
Background While speech analysis holds promise for mental health assessment, research
often focuses on single symptoms, despite symptom co-occurrences and interactions. In …

[HTML][HTML] Digital Phenotyping of Mental and Physical Conditions: Remote Monitoring of Patients Through RADAR-Base Platform

Z Rashid, AA Folarin, Y Zhang, Y Ranjan… - JMIR Mental …, 2024 - mental.jmir.org
Background The use of digital biomarkers through remote patient monitoring offers valuable
and timely insights into a patient's condition, including aspects such as disease progression …

Characterising illness stages and recovery trajectories of eating disorders in young people via remote measurement technology (STORY): a multi-centre prospective …

C Kuehne, MD Phillips, S Moody, C Bryson… - BMC psychiatry, 2024 - Springer
Abstract Background Eating disorders (EDs) are serious, often chronic, conditions
associated with pronounced morbidity, mortality, and dysfunction increasingly affecting …

[HTML][HTML] Towards a consensus roadmap for a new diagnostic framework for mental disorders

MJH Kas, S Hyman, LM Williams… - European …, 2025 - Elsevier
Current nosology claims to separate mental disorders into distinct categories that do not
overlap with each other. This nosological separation is not based on underlying …

[PDF][PDF] RADAR-base Platform: Digital phenotyping of mental and physical conditions through remotely collected wearables and smartphone data

Z Rashid, A Folarin, Y Zhang… - JMIR Mental …, 2024 - s3.ca-central-1.amazonaws.com
Background: The integration of digital biomarkers and remote patient monitoring offers
valuable and timely insights into a patient's management of their condition, including …