Hainan 301 Hospital

Towards a structure-aware multi-hop retrieval framework for large language model reasoning over complex oncology guidelines

Large language models (LLMs) augmented with clinical guidelines show promise in medical question answering, yet structural parsing and evidence retrieval over complex guidelines remain challenging. We propose SMART-RAG (Structure-aware Multi-hop Augmented Retrieval Technique for...

CRISPR-mediated recombinase-assisted amplification for hazard assessment of Vibrio parahaemolyticus on microfluidic system

Highly sensitive and accurate detection of virulence and drug resistance genes in Vibrio parahaemolyticus ( V. parahaemolyticus ) is essential for disease prevention and the control of foodborne transmission. In this research, a novel RAA-CRISPR/Cas12a-based microfluidic hazard a...

Inflammatory Biomarker Score and Asthma Risk: Longitudinal Evidence from Chinese and English Aging Cohorts

BACKGROUND: Asthma is a prevalent airway disease influenced by various factors. Despite the known association between inflammation and asthma, no study has systematically investigated the relationship between inflammatory scores (INS) and asthma risk. This study explored this lon...

Merging artificial intelligence and retinal vascular geometric parameters: A novel tool for diagnosis and prognosis prediction of diabetic nephropathy

Abstract Background: Diabetic nephropathy (DN) is the leading cause of end-stage renal disease. The retinal microvasculature, as the only directly observable microvasculature, may reflect DN progression. This study aims to construct a non-invasive diagnostic and prognostic predic...

Body composition, sarcopenia, and frailty among Northern seasonal migrant older adults: a cross-sectional study

Abstract Background To provide preliminary data on body composition, muscle health, nutritional status, and frailty among seasonal migrant older adults who overwinter in Hainan, and to identify potential health risks in this growing mobile aging population. Methods A cross-sectio...

Association between operative duration and prolonged intensive care unit stay for more than 24 h in lung cancer patients following thoracoscopic lobectomy: a retrospective cohort analysis

Lung cancer remains the primary cause of cancer-related mortality worldwide. While prolonged operative duration is increasingly recognised as a modifier of surgical risk, its independent association with prolonged intensive care unit (ICU) stay for more than 24 h following thorac...