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article · 2025

Predicting geriatric environmental safety perception assessment using LightGBM and SHAP framework

Global population aging highlights the need to understand how the elderly perceive safety in urban public spaces. This study used image semantic segmentation...

2 citationsDOI: https://doi.org/10.1038/s41598-025-12541-2Open accessPDF reported by metadataFull text reported by metadata
Predicting geriatric environmental safety perception assessment using LightGBM and SHAP framework