The genetic basis of major depressive disorder
J Flint - Molecular psychiatry, 2023 - nature.com
The genetic dissection of major depressive disorder (MDD) ranks as one of the success
stories of psychiatric genetics, with genome-wide association studies (GWAS) identifying …
stories of psychiatric genetics, with genome-wide association studies (GWAS) identifying …
AI in mental health
S D'Alfonso - Current opinion in psychology, 2020 - Elsevier
With the advent of digital approaches to mental health, modern artificial intelligence (AI), and
machine learning in particular, is being used in the development of prediction, detection and …
machine learning in particular, is being used in the development of prediction, detection and …
Psychiatric diagnosis and treatment in the 21st century: paradigm shifts versus incremental integration
Psychiatry has always been characterized by a range of different models of and approaches
to mental disorder, which have sometimes brought progress in clinical practice, but have …
to mental disorder, which have sometimes brought progress in clinical practice, but have …
Improving mental health services: A 50-year journey from randomized experiments to artificial intelligence and precision mental health
L Bickman - Administration and Policy in Mental Health and Mental …, 2020 - Springer
This conceptual paper describes the current state of mental health services, identifies critical
problems, and suggests how to solve them. I focus on the potential contributions of artificial …
problems, and suggests how to solve them. I focus on the potential contributions of artificial …
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 …
Unlocking the emotional world of visual media: An overview of the science, research, and impact of understanding emotion
The emergence of artificial emotional intelligence technology is revolutionizing the fields of
computers and robotics, allowing for a new level of communication and understanding of …
computers and robotics, allowing for a new level of communication and understanding of …
[HTML][HTML] An overview of clustering methods with guidelines for application in mental health research
Cluster analyzes have been widely used in mental health research to decompose inter-
individual heterogeneity by identifying more homogeneous subgroups of individuals …
individual heterogeneity by identifying more homogeneous subgroups of individuals …
Automatic detection of depression in speech using ensemble convolutional neural networks
A Vázquez-Romero, A Gallardo-Antolín - Entropy, 2020 - mdpi.com
This paper proposes a speech-based method for automatic depression classification. The
system is based on ensemble learning for Convolutional Neural Networks (CNNs) and is …
system is based on ensemble learning for Convolutional Neural Networks (CNNs) and is …
Oral and laryngeal diadochokinesis across the life span: A scoping review of methods, reference data, and clinical applications
RD Kent, Y Kim, L Chen - Journal of Speech, Language, and Hearing …, 2022 - ASHA
Purpose: The aim of this study was to conduct a scoping review of research on oral and
laryngeal diadochokinesis (DDK) in children and adults, either typically …
laryngeal diadochokinesis (DDK) in children and adults, either typically …
An automatic Alzheimer's disease classifier based on spontaneous spoken English
Abstract According to the World Health Organization, the number of people suffering from
dementia worldwide will grow to 150 million by mid-century, and Alzheimer's disease is the …
dementia worldwide will grow to 150 million by mid-century, and Alzheimer's disease is the …