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Building an auxiliary diagnostic and treatment efficacy prediction model for adolescent depression using machine learning based on electroencephalography technology.

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Title: Building an auxiliary diagnostic and treatment efficacy prediction model for adolescent depression using machine learning based on electroencephalography technology.
Authors: Peng T; School of Physical Education, Shaanxi Normal University, Xi'an, Shaanxi, China., Chi A; School of Physical Education, Shaanxi Normal University, Xi'an, Shaanxi, China., Yang J; School of Physical Education, Shaanxi Normal University, Xi'an, Shaanxi, China., Ren Y; School of Physical Education, Shaanxi Normal University, Xi'an, Shaanxi, China., Li Y; School of Physical Education, Shaanxi Normal University, Xi'an, Shaanxi, China., Fan J; Shaanxi Vocational and Technical College, Xi'an, Shaanxi, China.
Source: Frontiers in human neuroscience [Front Hum Neurosci] 2026 Jun 09; Vol. 20, pp. 1774822. Date of Electronic Publication: 2026 Jun 09 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101477954 Publication Model: eCollection Cited Medium: Print ISSN: 1662-5161 (Print) Linking ISSN: 16625161 NLM ISO Abbreviation: Front Hum Neurosci Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Peng+T%22">Peng T</searchLink>; School of Physical Education, Shaanxi Normal University, Xi'an, Shaanxi, China.<br /><searchLink fieldCode="AU" term="%22Chi+A%22">Chi A</searchLink>; School of Physical Education, Shaanxi Normal University, Xi'an, Shaanxi, China.<br /><searchLink fieldCode="AU" term="%22Yang+J%22">Yang J</searchLink>; School of Physical Education, Shaanxi Normal University, Xi'an, Shaanxi, China.<br /><searchLink fieldCode="AU" term="%22Ren+Y%22">Ren Y</searchLink>; School of Physical Education, Shaanxi Normal University, Xi'an, Shaanxi, China.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; School of Physical Education, Shaanxi Normal University, Xi'an, Shaanxi, China.<br /><searchLink fieldCode="AU" term="%22Fan+J%22">Fan J</searchLink>; Shaanxi Vocational and Technical College, Xi'an, Shaanxi, China.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Research+Foundation%22">Frontiers Research Foundation </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101477954 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>1662-5161 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2216625161%22">16625161 </searchLink><i>NLM ISO Abbreviation: </i>Front Hum Neurosci <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3389/fnhum.2026.1774822
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              Text: 2026 Jun 09
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