The effects of suspension-supported training on dynamic balance capacity in stroke patients: a systematic review and meta-analysis enhanced by XGBoost machine learning

SST effectively enhances dynamic balance in stroke patients. Preliminary models indicated that a regimen of 90-100 min per session, 6 times per week for 8-9 weeks (total duration: 34.6-37.6 h, ~36 h) might yield favorable results. However, given the heterogeneity and study-level limitations, these dosage findings were considered hypothesis-generating. Future research should prioritize high-quality, large-sample RCTs with long follow-up to verify clinical and long-term effectiveness.

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Publication Details

Journal
Frontiers in Medicine
Published
2026-02-09
DOI
https://doi.org/10.3389/fmed.2026.1747067
Primary Topic
Balance, Gait, and Falls Prevention
Type
article
Field-Weighted Citation Impact
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article

The effects of suspension-supported training on dynamic balance capacity in stroke patients: a systematic review and meta-analysis enhanced by XGBoost machine learning

Jianwei Guo, Aibin Cao, Ying Wang, Xin Jin
Frontiers in Medicine
Balance, Gait, and Falls Prevention
article

The effects of suspension-supported training on dynamic balance capacity in stroke patients: a systematic review and meta-analysis enhanced by XGBoost machine learning

Jianwei Guo, Aibin Cao, Ying Wang, Xin Jin
article en

Abstract

SST effectively enhances dynamic balance in stroke patients. Preliminary models indicated that a regimen of 90-100 min per session, 6 times per week for 8-9 weeks (total duration: 34.6-37.6 h, ~36 h) might yield favorable results. However, given the heterogeneity and study-level limitations, these dosage findings were considered hypothesis-generating. Future research should prioritize high-quality, large-sample RCTs with long follow-up to verify clinical and long-term effectiveness.

Frontiers in MedicineVol. 13
Shanxi University (CN), Shanghai University of Sport (CN)
Openalex Percentile: Top 64%
Balance, Gait, and Falls Prevention
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