Psychiatry

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

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Comprehensive Symptom Prediction in Inpatients With Acute Psychiatric Disorders Using Wearable-Based Deep Learning Models: Development and Validation Study.

BACKGROUND: Assessing the complex and multifaceted symptoms of patients with acute psychiatric disor...

Nov 2024 39536315
The voice of depression: speech features as biomarkers for major depressive disorder.

BACKGROUND: Psychiatry faces a challenge due to the lack of objective biomarkers, as current assessm...

Nov 2024 39533239
Applying machine learning to understand the role of social-emotional skills on subjective well-being and physical health.

Social-emotional skills are vital for individual development, yet research on which skills most effe...

Nov 2024 39523935
Machine Learning for Mental Health: Applications, Challenges, and the Clinician's Role.

PURPOSE OF REVIEW: This review aims to evaluate the current psychiatric applications and limitations...

Nov 2024 39523249
Use of generative artificial intelligence (AI) in psychiatry and mental health care: a systematic review.

OBJECTIVES: Tools based on generative artificial intelligence (AI) such as ChatGPT have the potentia...

Nov 2024 39523628
A deep learning model of dorsal and ventral visual streams for DVSD.

Artificial intelligence (AI) methods attempt to simulate the behavior and the neural activity of the...

Nov 2024 39523365
Speech based suicide risk recognition for crisis intervention hotlines using explainable multi-task learning.

BACKGROUND: Crisis Intervention Hotline can effectively reduce suicide risk, but suffer from low con...

Nov 2024 39528146
Predicting frailty in older patients with chronic pain using explainable machine learning: A cross-sectional study.

Frailty is common among older adults with chronic pain, and early identification is crucial in preve...

Nov 2024 39521660
A deep learning model for prediction of autism status using whole-exome sequencing data.

Autism is a developmental disability. Research demonstrated that children with autism benefit from e...

Nov 2024 39514604
Machine-learning based prediction of future outcome using multimodal MRI during early childhood.

The human brain undergoes rapid changes from the fetal stage to two years postnatally, during which ...

Nov 2024 39528363
Depression diagnosis: EEG-based cognitive biomarkers and machine learning.

Depression is a complex mental illness that has significant effects on people as well as society. Th...

Nov 2024 39515528
Improved patient identification by incorporating symptom severity in deep learning using neuroanatomic images in first episode schizophrenia.

Brain alterations associated with illness severity in schizophrenia remain poorly understood. Establ...

Nov 2024 39506100
Multi-Loss Disentangled Generative-Discriminative Learning for Multimodal Representation in Schizophrenia.

Schizophrenia (SCZ) is a multifactorial mental illness, thus it will be beneficial for exploring thi...

Nov 2024 38117620
Modeling Functional Brain Networks for ADHD via Spatial Preservation-Based Neural Architecture Search.

Modeling functional brain networks (FBNs) for attention deficit hyperactivity disorder (ADHD) has sp...

Nov 2024 39167518
Off-Body Sleep Analysis for Predicting Adverse Behavior in Individuals With Autism Spectrum Disorder.

Poor sleep quality in Autism Spectrum Disorder (ASD) individuals is linked to severe daytime behavio...

Nov 2024 39240748
Integrating large language models in mental health practice: a qualitative descriptive study based on expert interviews.

BACKGROUND: Progress in developing artificial intelligence (AI) products represented by large langua...

Nov 2024 39559378
Digital Psychiatry: Opportunities, Challenges, and Future Directions.

Recently, the field of psychiatry has experienced a transformative shift with the integration of dig...

Nov 2024 39655966
Detecting the impact of diagnostic procedures in Pap-positive women on anxiety using artificial neural networks.

INTRODUCTION: Women who receive a result of an abnormal Papanicolaou (Pap) smear can fail to partici...

Oct 2024 39480895
Optimizing the Prediction of Depression Remission: A Longitudinal Machine Learning Approach.

Decisions about when to change antidepressant treatment are complex and benefit from accurate predic...

Oct 2024 39470297
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