Integrating speech biomarkers and large language models for adolescent suicide risk detection with mobile application for real-world evaluation.

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Title: Integrating speech biomarkers and large language models for adolescent suicide risk detection with mobile application for real-world evaluation.
Authors: Lei C; Vanke School of Public Health, Tsinghua University, Beijing, China., Cui Z; Department of Electronic Engineering, Tsinghua University, Beijing, China., Duan Y; Vanke School of Public Health, Tsinghua University, Beijing, China., Wu Z; Vanke School of Public Health, Tsinghua University, Beijing, China., Qu D; Vanke School of Public Health, Tsinghua University, Beijing, China., Wu W; Shanghai Artificial Intelligence Laboratory, Shanghai, China., Zhang Z; Vanke School of Public Health, Tsinghua University, Beijing, China., Ji JS; Vanke School of Public Health, Tsinghua University, Beijing, China., Zhou B; Department of Electronic Engineering, Tsinghua University, Beijing, China; Shanghai Artificial Intelligence Laboratory, Shanghai, China., Wu J; Department of Electronic Engineering, Tsinghua University, Beijing, China., Zhang C; Department of Electronic Engineering, Tsinghua University, Beijing, China; Shanghai Artificial Intelligence Laboratory, Shanghai, China. Electronic address: cz277@tsinghua.edu.cn., Chen R; Vanke School of Public Health, Tsinghua University, Beijing, China. Electronic address: runsenchen@tsinghua.edu.cn.
Source: Cell reports. Medicine [Cell Rep Med] 2026 Jun 16; Vol. 7 (6), pp. 102823.
Publication Type: Journal Article
Journal Info: Publisher: Cell Press Country of Publication: United States NLM ID: 101766894 Publication Model: Print Cited Medium: Internet ISSN: 2666-3791 (Electronic) Linking ISSN: 26663791 NLM ISO Abbreviation: Cell Rep Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Lei+C%22">Lei C</searchLink>; Vanke School of Public Health, Tsinghua University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Cui+Z%22">Cui Z</searchLink>; Department of Electronic Engineering, Tsinghua University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Duan+Y%22">Duan Y</searchLink>; Vanke School of Public Health, Tsinghua University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Wu+Z%22">Wu Z</searchLink>; Vanke School of Public Health, Tsinghua University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Qu+D%22">Qu D</searchLink>; Vanke School of Public Health, Tsinghua University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Wu+W%22">Wu W</searchLink>; Shanghai Artificial Intelligence Laboratory, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Z%22">Zhang Z</searchLink>; Vanke School of Public Health, Tsinghua University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Ji+JS%22">Ji JS</searchLink>; Vanke School of Public Health, Tsinghua University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Zhou+B%22">Zhou B</searchLink>; Department of Electronic Engineering, Tsinghua University, Beijing, China; Shanghai Artificial Intelligence Laboratory, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Wu+J%22">Wu J</searchLink>; Department of Electronic Engineering, Tsinghua University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Zhang+C%22">Zhang C</searchLink>; Department of Electronic Engineering, Tsinghua University, Beijing, China; Shanghai Artificial Intelligence Laboratory, Shanghai, China. Electronic address: cz277@tsinghua.edu.cn.<br /><searchLink fieldCode="AU" term="%22Chen+R%22">Chen R</searchLink>; Vanke School of Public Health, Tsinghua University, Beijing, China. Electronic address: runsenchen@tsinghua.edu.cn.
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        Value: 10.1016/j.xcrm.2026.102823
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              Text: 2026 Jun 16
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