[HTML][HTML] Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep …
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 …
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 …
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 …
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
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 …
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
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 …
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
Background While speech analysis holds promise for mental health assessment, research
often focuses on single symptoms, despite symptom co-occurrences and interactions. In …
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
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 …
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 …
associated with pronounced morbidity, mortality, and dysfunction increasingly affecting …
[HTML][HTML] Towards a consensus roadmap for a new diagnostic framework for mental disorders
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 …
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 …
valuable and timely insights into a patient's management of their condition, including …