Search Results

Using hierarchical drift diffusion models to elucidate computational mechanisms of reduced reward sensitivity in adolescent major depressive disorder.

• Authors : Shen, Lei^1,2 (AUTHOR); Hu, Ya-xin^1,2 (AUTHOR); Lv, Qin-yu³ (AUTHOR)

• Source: BMC Psychiatry. 12/18/2024, Vol. 24 Issue 1, p1-11. 11p.

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Development and validation of machine learning models based on stacked generalization to predict psychosocial maladjustment in patients with acute myocardial infarction.

• Authors : Wang, Yan-feng¹ (AUTHOR); Li, Xiao-han² (AUTHOR); Zhou, Xin-yi¹ (AUTHOR)

• Source: BMC Psychiatry. 2/19/2025, Vol. 25 Issue 1, p1-15. 15p.

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A controlled trial examining large Language model conformity in psychiatric assessment using the Asch paradigm.

• Authors : Shoval, Dorit Hadar^1,2 (AUTHOR) ; Gigi, Karny² (AUTHOR); Haber, Yuval^2,3 (AUTHOR)

• Source: BMC Psychiatry. 5/12/2025, Vol. 25 Issue 1, p1-9. 9p.

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Develop and validate machine learning models to predict the risk of depressive symptoms in older adults with cognitive impairment

• Authors : Enguang Li; Fangzhu Ai; Qingyan Tian

Subjects: Depressive symptoms; Cognitive impairment; NHANES

• Source: BMC Psychiatry, Vol 25, Iss 1, Pp 1-15 (2025)

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Machine-learning-based cost prediction models for inpatients with mental disorders in China.

• Authors : Ma, Yuxuan¹ (AUTHOR) ; Tu, Xi¹ (AUTHOR) ; Luo, Xiaodong² (AUTHOR)

• Source: BMC Psychiatry. 1/9/2025, Vol. 25 Issue 1, p1-16. 16p.

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Auxiliary identification of depression patients using interpretable machine learning models based on heart rate variability: a retrospective study.

• Authors : Yang, Min¹ (AUTHOR); Zhang, Huiqin¹ (AUTHOR); Yu, Minglan^2,3 (AUTHOR)

• Source: BMC Psychiatry. 12/18/2024, Vol. 24 Issue 1, p1-15. 15p.

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Predicting suicidal behavior outcomes: an analysis of key factors and machine learning models.

• Authors : Bazrafshan, Mohammad¹ (AUTHOR); Sayehmiri, Kourosh² (AUTHOR)

• Source: BMC Psychiatry. 11/21/2024, Vol. 24 Issue 1, p1-12. 12p.

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Interaction effect of comorbid depression and proactive positivity coping strategy on the 1-year survival of patients with advanced cancer: a nationwide multicentre study in South Korea.

• Authors : Jung, Ju Youn^1,2 (AUTHOR); Yun, Je-Yeon^3,4 (AUTHOR); Kang, Jung Hun⁵ (AUTHOR)

• Source: BMC Psychiatry. 6/2/2025, Vol. 25 Issue 1, p1-12. 12p.

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The interplay between depressive symptoms, body mass index change patterns in adulthood, and all-cause mortality risk: a population-based study.

• Authors : Xu, Zhixiao¹ (AUTHOR); Chen, Chengshui^1,2,3 (AUTHOR) ; Lei, Xiong⁴ (AUTHOR)

• Source: BMC Psychiatry. 5/12/2025, Vol. 25 Issue 1, p1-8. 8p.

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Clinical implementation of suicide risk prediction models in healthcare: a qualitative study.

• Authors : Yarborough, Bobbi Jo H.¹ (AUTHOR) ; Stumbo, Scott P.¹ (AUTHOR); Schneider, Jennifer¹ (AUTHOR)

• Source: BMC Psychiatry. 12/14/2022, Vol. 22 Issue 1, p1-12. 12p. 2 Diagrams, 2 Charts.

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