Multimodal temporal machine learning for Bipolar Disorder and Depression Recognition

F Ceccarelli, M Mahmoud - Pattern Analysis and Applications, 2022 - Springer
Mental disorder is a serious public health concern that affects the life of millions of people
throughout the world. Early diagnosis is essential to ensure timely treatment and to improve …

Multimodal deep learning framework for mental disorder recognition

Z Zhang, W Lin, M Liu… - 2020 15th IEEE …, 2020 - ieeexplore.ieee.org
Current methods for mental disorder recognition mostly depend on clinical interviews and
self-reported scores that can be highly subjective. Building an automatic recognition system …

Integrating Multimodal Affective Signals for Stress Detection from Audio-Visual Data

D Ghose, O Gitelson, B Scassellati - Proceedings of the 26th …, 2024 - dl.acm.org
Stress detection in real-world settings presents significant challenges due to the complexity
of human emotional expression influenced by biological, psychological, and social factors …

Multimodal Machine Learning in Mental Health: A Survey of Data, Algorithms, and Challenges

ZA Sahili, I Patras, M Purver - arxiv preprint arxiv:2407.16804, 2024 - arxiv.org
The application of machine learning (ML) in detecting, diagnosing, and treating mental
health disorders is garnering increasing attention. Traditionally, research has focused on …

Looking at the body: Automatic analysis of body gestures and self-adaptors in psychological distress

W Lin, I Orton, Q Li, G Pavarini… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Psychological distress is a significant and growing issue in society. In particular, depression
and anxiety are leading causes of disability that often go undetected or late-diagnosed …

[HTML][HTML] NUMBERS IN SIMULTANEOUS INTERPRETING: A MULTIMODAL ANALYSIS

C Alan - Научный результат. Вопросы теоретической и …, 2023 - cyberleninka.ru
Simultaneous interpreting (SI) is considered to be a highly demanding cognitive task,
especially in regard to elements which represent a stumbling block during SI (eg numbers …

[HTML][HTML] Research Result. Theoretical and Applied Linguistics

A Cienki, AV Leonteva, OV Agafonova, AA Petrov - rrlinguistics.ru
Simultaneous interpreting (SI) is considered to be a highly demanding cognitive task,
especially in regard to elements which represent a stumbling block during SI (eg numbers …