Psychiatry

Latest AI and machine learning research in psychiatry for healthcare professionals.

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Personalization variables in digital mental health interventions for depression and anxiety in adolescents and youth: a scoping review.

INTRODUCTION: The impact of personalization on user engagement and adherence in digital mental healt...

Jan 2025 40444184
Large language models in oncology: a review.

Large language models (LLMs) have demonstrated emergent human-like capabilities in natural language ...

Jan 2025 40519217
The Hypothalamic Medial Preoptic Area-Paraventricular Nucleus Circuit Modulates Depressive-Like Behaviors in a Mouse Model of Postpartum Depression.

Estrogen fluctuations have been implicated in various mood disorders, including perimenopausal and p...

Jan 2025 40370500
Gray and white matter alterations in Obsessive-Compulsive Personality Disorder: a data fusion machine learning approach.

INTRODUCTION: Obsessive-Compulsive Personality Disorder (OCPD) is a complex mental condition marked ...

Jan 2025 40438540
Employing large language models for emotion detection in psychotherapy transcripts.

PURPOSE: In the context of psychotherapy, emotions play an important role both through their associa...

Jan 2025 40417271
A Clinical Risk Prediction Model for Depressive Disorders Based on Seven Machine Learning Algorithms.

OBJECTIVE: To develop a clinical risk prediction model for depressive disorders using seven machine ...

Jan 2025 40365467
A bibliometric analysis of the current state of research on family interventions for ASD.

UNLABELLED: In recent years, family intervention has become a hot research direction in the field of...

Jan 2025 40405878
Predicting Suicidal Ideation Among Youths With Autism Spectrum Disorder: An Advanced Machine Learning Study.

This study aimed to predict suicidal ideation among youth with autism spectrum disorder (ASD) by app...

Jan 2025 40369905
Machine Learning Models to Identify Clinically Significant Anxiety in Short-Term Insomnia Using Accelerometers.

Clinically significant anxiety (CSA) is common in individuals with short-term insomnia. This study a...

Jan 2025 40395979
From the -Factor to Cognitive Content: Detection and Discrimination of Psychopathologies Based on Explainable Artificial Intelligence.

Differentiating psychopathologies is challenging due to shared underlying mechanisms, such as the -...

Jan 2025 40421470
Acoustic-based machine learning approaches for depression detection in Chinese university students.

BACKGROUND: Depression is major global public health problems among university students. Currently, ...

Jan 2025 40443925
Artificial intelligence for contextual well-being: Protocol for an exploratory sequential mixed methods study with medical students as a social microcosm.

INTRODUCTION: AI-powered conversational agents have proven effective in alleviating psychological di...

Jan 2025 40434975
Assessing ML classification algorithms and NLP techniques for depression detection: An experimental case study.

CONTEXT AND BACKGROUND: Depression has affected millions of people worldwide and has become one of t...

Jan 2025 40435349
Predicting depression severity using machine learning models: Insights from mitochondrial peptides and clinical factors.

Depression presents a significant challenge to global mental health, often intertwined with factors ...

Jan 2025 40367215
Brain-region specific autism prediction from electroencephalogram signals using graph convolution neural network.

BACKGROUND: Brain variations are responsible for developmental impairments, including autism spectru...

Jan 2025 38943414
Deconstructing Cognitive Impairment in Psychosis With a Machine Learning Approach.

IMPORTANCE: Cognitive functioning is associated with various factors, such as age, sex, education, a...

Jan 2025 39382875
Comparison of six natural language processing approaches to assessing firearm access in Veterans Health Administration electronic health records.

OBJECTIVE: Access to firearms is associated with increased suicide risk. Our aim was to develop a na...

Jan 2025 39530748
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