Psychiatry

Depression

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

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Showing 610-630 of 1,937 articles
Identifying diagnostic neuroimaging biomarkers for adolescent major depressive disorder.

BACKGROUND: The increasing incidence of adolescent depression represents a serious public health con...

Dec 2025 41482270
Disrupted brain connectivity in postpartum depression: Insights from resting-state fMRI and machine learning.

BACKGROUND: Postpartum depression (PPD) is a common women's psychological health issue. While studie...

Dec 2025 41506130
Optimizing depression diagnosis: fNIRS and machine learning differentiate unipolar, bipolar, and healthy states.

BACKGROUND: Differentiating Unipolar Depression (UD) from Bipolar Depression (BD) remains challengin...

Dec 2025 41478383
Biotypes of deeply phenotyped depressed patients reflect signatures of adverse childhood experience and depressive cognitive biases.

BACKGROUND: Negative Cognitive Styles (NCS) are key features of depression contributing to severe cl...

Dec 2025 41475572
Korean longitudinal study on digitally optimized mental healthcare: a cohort profile.

The Korean Longitudinal Study on Digitally Optimized Mental Healthcare is an innovative multicenter ...

(1)
Dec 2025 41455494
Screening for depressive symptoms in primary and secondary school students based on speech features: A one-year longitudinal study from Jiangsu, China.

OBJECTIVE: This study aims to develop and validate an interpretable prediction model for recognizing...

Dec 2025 41422969
Predicting perceived likelihood of future suicide attempts in youth with non-suicidal self-injury: A machine learning approach using LightGBM and SHAP.

OBJECTIVES: Non-suicidal self-injury (NSSI) is a strong predictor and a gateway to suicide attempts ...

Dec 2025 41422972
Integrating AI-driven technologies and facial-semantic features for depression detection: A cross-sectional study.

BACKGROUND: Depression is a major global health concern, still individuals with depressive tendencie...

Dec 2025 41421622
Differential factor effects in comorbid depressive and anxiety symptoms (CDAS): A machine learning approach to individualized mental health promotion.

BACKGROUND: Depression and anxiety comorbid presents greater severity than isolated symptoms. Tradit...

Dec 2025 41421612
Digital phenotyping of depression: A multi-modal passive sensing approach to identifying novel behavioral and physiological markers of treatment response.

BACKGROUND: Despite advances in treatment approaches for Major Depressive Disorder (MDD), significan...

(1)
Dec 2025 41435616
Leveraging low-cost app-based step count data to assess depression and anxiety in university students: A cross-sectional mobile health study.

BACKGROUND: The prevalence of depression and anxiety among college students worldwide is on the rise...

Dec 2025 41407112
Major depressive disorder and Hashimoto's thyroiditis: Shared immunometabolic signatures revealed by integrative transcriptomics.

Major depressive disorder (MDD) and Hashimoto's thyroiditis (HT) frequently co-occur, yet their shar...

Dec 2025 41365448
The engagement behaviors and treatment barriers for depressed patients in an online health community: a pre-/post-treatment comparison.

The treatment of depression involves numerous barriers, both before and after individuals seek profe...

Dec 2025 41349269
Curcumin reprograms metabolic pathways and MAPK signaling to exert antidepressant effects.

BACKGROUND: Depression is a prevalent and debilitating mental disorder with limited treatment option...

Dec 2025 41438694
Detection of major depressive disorder in adolescents based on textual and acoustic features.

BACKGROUND: Adolescent major depressive disorder (MDD) has become a growing public health concern, w...

Nov 2025 41330510
Artificial intelligence in depression diagnostics: A systematic review of methodologies and clinical applications.

The integration of artificial intelligence (AI) into the field of mental health diagnosis has garner...

Nov 2025 41338039
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