Machine Learning Methods to Predict the Length of Stay for Acute Stroke: A Scoping Review and Meta-Analysis [0.03%]
急性卒中患者预测住院时长的机器学习方法：系统综述和元分析
Zhenran Xu,Monique F Kilkenny,Tzu-Yung Kuo et al.
Zhenran Xu et al.
Reliable hospital length of stay (LOS) predictions improve patient outcomes and optimize clinical pathways in stroke care. There is limited evidence systematically investigating benefits and limitations of existing machine learning (ML) mod...
Crosstalk Between Parkinson's Disease and Colorectal Cancer: Genetic Mechanisms, Gut Microbiota, and Therapeutic Insights [0.03%]
帕金森病与结直肠癌的相互作用：遗传机制、肠道菌群和治疗启示
Jiacheng Ying,Zhengyuan Fang,Cheng Zhang et al.
Jiacheng Ying et al.
This review summarizes the potential genes involved in both Parkinson's disease (PD) pathogenesis and colorectal cancer (CRC) carcinogenesis, focusing on the oncogenic mechanisms that may arise from PD gene dysfunctions. By investigating ge...
Long-Term Trends and Projections of the Global Epilepsy Burden: Insights From the Global Burden of Disease Study 2021 [0.03%]
2021年全球疾病负担研究中的全球癫痫负担的长期趋势和预测展望
Du Cai,Xianze Li,Qiwen Yuan et al.
Du Cai et al.
Background: Epilepsy is a common neurological disorder imposing significant global health burdens. A comprehensive understanding of its temporal and spatial trends is critical for informing policies and guiding interventi...
Personalized Precision in Healthcare Payment Systems: Insights From a Real-World Cancer Patients Cohort Study [0.03%]
基于真实世界癌症患者队列研究的医疗支付系统精准化个性化初探
Kan Xue,Hongrui Tian,Qi Wang et al.
Kan Xue et al.
Background: The medical expenses of cancer patients have been rising worldwide, and the current payment system based on diagnosis-related groups is limited in reflecting the actual burden at the patient level. We aimed to...
Classified Comparison and Cause Analysis of the Characteristics of Co-Disabilities Among Older Adults With Physical Disability in China [0.03%]
我国老年人口中有肢体残疾者共残特征的分类比较及原因分析
Yiran Wang,Xiaodong Zhang,Lu Tan et al.
Yiran Wang et al.
Background: The aim of the study is to investigate the characteristics of co-disabilities among older adults with physical disabilities (PDs) in China in 1987 and 2006, and the correlation between other co-occurring disab...
Exploring the Value Realization and Management of Healthcare Data Elements in the Context of New Quality Productive Forces [0.03%]
新形势下医疗卫生数据要素价值实现与治理探索
Zhixuan Yu,Jiaxuan Wei,Jianlin Wang et al.
Zhixuan Yu et al.
This review centers on the core role of medical data in new quality productive forces. It systematically examines the current landscape of the rapid expansion of these data and explores their value in depth. Drawing on value chain theory, t...
A Prediction Model for One-Year Disability Risk Among Community-Dwelling Older Adults in China: Integrating Physical, Metabolic, and Psychosocial Factors [0.03%]
结合生理、代谢和心理社会因素的中国社区老年人一年内残疾风险预测模型
Yanjun Ma,Chaofan Geng,Zhibin Wang et al.
Yanjun Ma et al.
Background: Disability in older adults, characterized by progressive limitations in performing activities of daily living, poses a significant public health challenge in aging societies. Early identification of individual...
Development and Deployment of DeepSeek-Based Applications in Healthcare: A Chinese Perspective [0.03%]
基于深度学习的医疗应用的研发与部署——中国视角
Maoxin Lv,Ning Li,Hui Zhang et al.
Maoxin Lv et al.
Background: Artificial intelligence (AI) is already showing enormous potential in the healthcare sector. Generative AI, particularly, is accelerating the sector's digital transformation by delivering intelligent decision ...
Analysis of Research Trends and Output Effectiveness in the Medical Field Based on the National Natural Science Foundation of China [0.03%]
基于国家自然科学基金的医学领域研究趋势及产出效果分析
Hu Jin,Huang Hui,Bao Xinjie et al.
Hu Jin et al.
Background: This study aims to analyze the trends in research focus and output effectiveness in the medical field supported by the National Natural Science Foundation of China (NSFC) over the past 15 years, providing a ba...
Standardized Management Pathway to Prevent Acute Rejection After Liver Transplantation Following ICI Therapy for Downstaging HCC [0.03%]
ICI治疗桥接肝移植后排异反应的标准化管理路径
Ning Wang,Zebin Zhu,Hao Zheng et al.
Ning Wang et al.
Background: Immune checkpoint inhibitors (ICIs) have shown promise in downstaging hepatocellular carcinoma (HCC) for liver transplantation (LT), enabling previously ineligible patients to meet transplant criteria. However...