Psychiatry

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

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Using Digital Phenotyping to Discriminate Unipolar Depression and Bipolar Disorder: Systematic Review.

BACKGROUND: Differentiating bipolar disorder (BD) from unipolar depression (UD) is essential, as the...

May 2025 40408762
Unlocking the Potential of Wear Time of a Wearable Device to Enhance Postpartum Depression Screening and Detection: Cross-Sectional Study.

BACKGROUND: Postpartum depression (PPD) is a mood disorder affecting 1 in 7 women after childbirth t...

May 2025 40409746
Automated depression detection via cloud based EEG analysis with transfer learning and synchrosqueezed wavelet transform.

Post-COVID-19, depression rates have risen sharply, increasing the need for early diagnosis using el...

May 2025 40410314
Cortical myelin mapping in antipsychotic medication-naïve, first-episode psychosis patients.

While white matter myelin primarily functions to accelerate conduction velocity and has been extensi...

May 2025 40410588
[Psilocybin in the setting of treatment-resistant unipolar depression: A case report].

BACKGROUND: Current antidepressants have shown certain limitations in the treatment of unipolar depr...

May 2025 40413068
[Towards an equipped psychiatry].

The article by Moizard and Geoffroy highlights the importance of an integrated approach in psychiatr...

May 2025 40413069
Integrating Knowledge: The Power of Ontologies in Psychiatric Research and Clinical Informatics.

Ontologies are structured frameworks for representing knowledge by systematically defining concepts,...

May 2025 40414449
Blunted Niacin Skin Flushing Response in Schizophrenia: A Meta-analysis.

BACKGROUND AND HYPOTHESIS: The multifactorial pathogenesis of schizophrenia (SZ) hinders the diagnos...

May 2025 40401804
Treatment journey clustering with a novel kernel k-means machine learning algorithm: a retrospective analysis of insurance claims in bipolar I disorder.

In real-world psychiatric practice, patients may experience complex treatment journeys, including va...

May 2025 40402327
NSSI-Net: A Multi-Concept GAN for Non-Suicidal Self-Injury Detection Using High-Dimensional EEG in a Semi-Supervised Framework.

Non-suicidal self-injury (NSSI) is a serious threat to the physical and mental health of adolescents...

May 2025 40402701
Speech and Voice Quality as Digital Biomarkers in Depression: A Systematic Review.

OBJECTIVE: To review the current evidence on the use of artificial intelligence-driven speech and vo...

May 2025 40410060
Machine learning in the prediction of treatment response for emotional disorders: A systematic review and meta-analysis.

BACKGROUND: Emotional disorders such as depression and anxiety affect millions globally and pose a s...

May 2025 40493989
The Gut Microbiota in Young Adults with High-Functioning Autism Spectrum Disorder and Its Performance as Diagnostic Biomarkers.

Diagnosing ASD in adults presents unique challenges, and there are currently no specific biomarkers...

May 2025 40507017
Unlocking the potential of wearable technology: Fitbit-derived measures for predicting ADHD in adolescents.

BACKGROUND: Attention-deficit/hyperactivity disorder (ADHD) is a common neurodevelopmental disorder ...

May 2025 40487008
A Comparison of Responses from Human Therapists and Large Language Model-Based Chatbots to Assess Therapeutic Communication: Mixed Methods Study.

BACKGROUND: Consumers are increasingly using large language model-based chatbots to seek mental heal...

May 2025 40397927
Machine Learning Based Early Diagnosis of ADHD with SHAP Value Interpretation: A Retrospective Observational Study.

BACKGROUND: Attention-Deficit/Hyperactivity Disorder (ADHD) is a common neurodevelopmental disorder ...

May 2025 40417187
Postpartum depression in Northeastern China: a cross-sectional study 6 weeks after giving birth.

INTRODUCTION: Postpartum depression (PPD) is a prevalent mental health issue that poses significant ...

May 2025 40469583
Application of artificial intelligence in modern healthcare for diagnosis of autism spectrum disorder.

INTRODUCTION: Symptoms of autism spectrum disorder (ASD) range from mild to severe and are evident i...

May 2025 40470058
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