Rethinking the effects of working memory training on executive functions in schizophrenia: A machine learning approach

Working memory training induces meaningful shifts in EF profiles in schizophrenia, promoting movement along the psychosis-health continuum toward neurotypical functioning. The classifier-based approach provides a more refined assessment compared to traditional binary measures, while the exploratory framework identifies specific EF domains predicting treatment response with potential causal relevance. These findings warrant validation through larger, multi-center trials with extended follow-up periods.

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Publication Details

Journal
International Journal of Clinical and Health Psychology
Published
2025-10-01
DOI
https://doi.org/10.1016/j.ijchp.2025.100628
Citations
1
Primary Topic
Schizophrenia research and treatment
Type
article
Field-Weighted Citation Impact
1.47

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article

Rethinking the effects of working memory training on executive functions in schizophrenia: A machine learning approach

Meifang Su, Xiaoning Huo, Xin Zhao, Tongyi Zhang
1 citations
International Journal of Clinical and Health Psychology
Schizophrenia research and treatment
1.47
article

Rethinking the effects of working memory training on executive functions in schizophrenia: A machine learning approach

Meifang Su, Xiaoning Huo, Xin Zhao, Tongyi Zhang
article en
1 citations

Abstract

Working memory training induces meaningful shifts in EF profiles in schizophrenia, promoting movement along the psychosis-health continuum toward neurotypical functioning. The classifier-based approach provides a more refined assessment compared to traditional binary measures, while the exploratory framework identifies specific EF domains predicting treatment response with potential causal relevance. These findings warrant validation through larger, multi-center trials with extended follow-up periods.

International Journal of Clinical and Health PsychologyVol. 25(4)
First Hospital of Lanzhou University (CN), Northwest Normal University (CN), Lanzhou University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 15%
Schizophrenia research and treatment
1.47
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Rethinking the effects of working memory training on executive functions in schizophrenia: A machine learning approach — Meifang Su, Xiaoning Huo, et al. · International Journal of Clinical and Health Psychology (2025) | TGRS Research Map | TGRS