Author

Ru-Bing Lin

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Open access Sep 2026

Associations between physical activity levels and chronic lung diseases in middle-aged and older adults in China: A CHARLS-based study

Background Chronic lung diseases (CLDs) pose a significant public health challenge globally, particularly among aging populations. Physical activity (PA) is a modifiable lifestyle factor with potential benefits for respiratory health. This study aimed to investigate the association between PA levels and the odds of CLD...

Zhao-Yin Su, Long-Ai Pu, Rui Huang et al. · PLoS ONE · 0 citations

Review Open access Oct 2026

Leveraging large language models to generate multiple-choice questions for epilepsy education

Background Large language models (LLMs) are increasingly used to generate medical assessment items, but their reliability for disease-specific question writing remains uncertain. We benchmarked seven LLMs for epilepsy single-best-answer multiple-choice question generation under a standardized blueprint, focusing on str...

Chao Li, Wei-Fang Wang, Chen-Chen Li et al. · Frontiers in Medicine · 0 citations