Modern views of machine learning for precision psychiatry
In light of the National Institute of Mental Health (NIMH)'s Research Domain Criteria (RDoC),
the advent of functional neuroimaging, novel technologies and methods provide new …
the advent of functional neuroimaging, novel technologies and methods provide new …
[HTML][HTML] Linguistic features of suicidal thoughts and behaviors: A systematic review
S Homan, M Gabi, N Klee, S Bachmann… - Clinical psychology …, 2022 - Elsevier
Abstract Language is a potential source of predictors for suicidal thoughts and behaviors
(STBs), as changes in speech characteristics, communication habits, and word choice may …
(STBs), as changes in speech characteristics, communication habits, and word choice may …
The use of advanced technology and statistical methods to predict and prevent suicide
In the past decade, two themes have emerged across suicide research. First, according to
meta-analyses, the ability to predict and prevent suicidal thoughts and behaviours is weaker …
meta-analyses, the ability to predict and prevent suicidal thoughts and behaviours is weaker …
Machine learning and the digital measurement of psychological health
IR Galatzer-Levy, JP Onnela - Annual Review of Clinical …, 2023 - annualreviews.org
Since its inception, the discipline of psychology has utilized empirical epistemology and
mathematical methodologies to infer psychological functioning from direct observation. As …
mathematical methodologies to infer psychological functioning from direct observation. As …
Artificial intelligence for suicide assessment using Audiovisual Cues: a review
Death by suicide is the seventh leading death cause worldwide. The recent advancement in
Artificial Intelligence (AI), specifically AI applications in image and voice processing, has …
Artificial Intelligence (AI), specifically AI applications in image and voice processing, has …
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) …
Effectiveness of a scalable, remotely delivered stepped-care intervention to reduce symptoms of psychological distress among Polish migrant workers in the …
Background The COVID-19 pandemic has negatively affected the mental health of
international migrant workers (IMWs). IMWs experience multiple barriers to accessing …
international migrant workers (IMWs). IMWs experience multiple barriers to accessing …
Can Mental Health Care Become More Human by Becoming More Digital?
IR Galatzer-Levy, GJ Aranovich, TR Insel - Dædalus, 2023 - direct.mit.edu
Over the past two decades, advances in digital technologies have begun to transform three
aspects of mental health care. The use of sensors and artificial intelligence (AI) have …
aspects of mental health care. The use of sensors and artificial intelligence (AI) have …
[HTML][HTML] An intelligent disease prediction system for psychological diseases by implementing hybrid hopfield recurrent neural network approach
Abstract Machine learning based approaches for automatic disease prediction is a novel
research area in healthcare informatics. Electronic Health Records in medical settings …
research area in healthcare informatics. Electronic Health Records in medical settings …
[图书][B] Intelligent Systems and Applications: Proceedings of the 2023 Intelligent Systems Conference (IntelliSys).
K Arai - 2024 - books.google.com
The book is a unique collection of studies involving intelligent systems and applications of
artificial intelligence in the real world to provide solutions to most vexing problems. IntelliSys …
artificial intelligence in the real world to provide solutions to most vexing problems. IntelliSys …