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 …
mental health is increasingly becoming an essential component of the digital clinic and …
Machine learning for multimodal mental health detection: a systematic review of passive sensing approaches
As mental health (MH) disorders become increasingly prevalent, their multifaceted
symptoms and comorbidities with other conditions introduce complexity to diagnosis, posing …
symptoms and comorbidities with other conditions introduce complexity to diagnosis, posing …
Multimodal speech biomarkers for remote monitoring of ALS disease progression
Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease that
severely impacts affected persons' speech and motor functions, yet early detection and …
severely impacts affected persons' speech and motor functions, yet early detection and …
A multimodal dialog approach to mental state characterization in clinically depressed, anxious, and suicidal populations
Background The rise of depression, anxiety, and suicide rates has led to increased demand
for telemedicine-based mental health screening and remote patient monitoring (RPM) …
for telemedicine-based mental health screening and remote patient monitoring (RPM) …
[PDF][PDF] Multimodal Fusion for Vocal Biomarkers Using Vector Cross-Attention
V Despotovic, A Elbéji, PV Nazarov… - Proc. Interspeech …, 2024 - isca-archive.org
Vocal biomarkers are measurable characteristics of person's voice that provide valuable
insights into various aspects of their physiological and psychological state, or health status …
insights into various aspects of their physiological and psychological state, or health status …
Application of Artificial Intelligence in Schizophrenia Rehabilitation Management: Systematic Literature Review
H Yang, F Chang, D Zhu, M Fumie, Z Liu - arXiv preprint arXiv:2405.10883, 2024 - arxiv.org
This review aims to systematically assess the current status and prospects of artificial
intelligence (AI) in the rehabilitation management of patients with schizophrenia and their …
intelligence (AI) in the rehabilitation management of patients with schizophrenia and their …
[PDF][PDF] Towards remote differential diagnosis of mental and neurological disorders using automatically extracted speech and facial features.
Utilizing computer vision and speech signal processing to assess neurological and mental
conditions remotely has the potential to help detecting diseases or monitoring their …
conditions remotely has the potential to help detecting diseases or monitoring their …
3rd Workshop on Social Affective Multimodal Interaction for Health (SAMIH)
This workshop discusses how interactive, multimodal technology such as virtual agents can
be used in social skills training for measuring and training social-affective interactions …
be used in social skills training for measuring and training social-affective interactions …