Developing SHAP interpretable machine learning models for assessing biopsychosocial risk in female drug users: a small sample study.
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| Title: | Developing SHAP interpretable machine learning models for assessing biopsychosocial risk in female drug users: a small sample study. |
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| Authors: | Wang X; School of Psychology, Nanjing Normal University, Nanjing, China., Gao M; Faculty of Health and Wellness, City University of Macau, Macao, Macao SAR, China., Gao J; Shanghai Female Drug Rehabilitation Center, Shanghai, China., Geng F; School of Psychology, Shandong Normal University, Jinan, China., Yuan X; School of Psychology, Shandong Normal University, Jinan, China., Cheng X; School of Digital Creativity, Shandong College of Electronic Technology, Jinan, China., Xing Q; School of Psychology, Shandong Normal University, Jinan, China., Ming Y; School of Psychology, Shandong Normal University, Jinan, China., Zhu G; Center for Psychological Sciences, Zhejiang University, Hangzhou, China., Shi H; School of Health Science, Shandong University of Traditional Chinese Medicine, Jinan, China., Wang P; School of Education, Wenzhou University, Wenzhou, China. |
| Source: | Frontiers in psychiatry [Front Psychiatry] 2026 Apr 22; Vol. 17, pp. 1736274. Date of Electronic Publication: 2026 Apr 22 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101545006 Publication Model: eCollection Cited Medium: Print ISSN: 1664-0640 (Print) Linking ISSN: 16640640 NLM ISO Abbreviation: Front Psychiatry Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1664-0640 |
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| DOI: | 10.3389/fpsyt.2026.1736274 |
