Development of message passing-based graph convolutional networks for classifying cancer pathology reports [0.03%]
基于消息传递的图卷积神经网络在癌症病理报告分类中的发展
Hong-Jun Yoon,Hilda B Klasky,Andrew E Blanchard et al.
Hong-Jun Yoon et al.
Background: Applying graph convolutional networks (GCN) to the classification of free-form natural language texts leveraged by graph-of-words features (TextGCN) was studied and confirmed to be an effective means of descri...
Differences in changes of data completeness after the implementation of an electronic medical record in three surgical departments of a German hospital-a longitudinal comparative document analysis [0.03%]
德国医院三个外科部门实施电子健康记录后数据完整性的变化差异-纵向比较文档分析
Florian Wurster,Christin Herrmann,Marina Beckmann et al.
Florian Wurster et al.
Purpose: The European health data space promises an efficient environment for research and policy-making. However, this data space is dependent on high data quality. The implementation of electronic medical record systems...
RCC-Supporter: supporting renal cell carcinoma treatment decision-making using machine learning [0.03%]
基于机器学习的肾细胞癌治疗决策支持系统(RCC-Supporter)
Won Hoon Song,Meeyoung Park
Won Hoon Song
Background: The population diagnosed with renal cell carcinoma, especially in Asia, represents 36.6% of global cases, with the incidence rate of renal cell carcinoma in Korea steadily increasing annually. However, treatme...
Health professionals' perceptions of electronic health records system: a mixed method study in Ghana [0.03%]
加纳电子健康记录系统的混合研究：卫生专业人员的感知状况
Nathan Kumasenu Mensah,Godwin Adzakpah,Jonathan Kissi et al.
Nathan Kumasenu Mensah et al.
Background: Electronic Health Record systems (EHRs) offer significant benefits and have transformed healthcare in developed countries. However, their implementation and adoption in low- and middle-income countries (LMICs)...
A cross domain access control model for medical consortium based on DBSCAN and penalty function [0.03%]
基于DBSCAN和惩罚函数的医疗联盟跨域访问控制模型
Chuanjia Yao,Rong Jiang,Bin Wu et al.
Chuanjia Yao et al.
Graded diagnosis and treatment, referral, and expert consultations between medical institutions all require cross domain access to patient medical information to support doctors' treatment decisions, leading to an increase in cross domain a...
Development and validation of a nomogram for predicting critical respiratory events during early anesthesia recovery in elderly patients [0.03%]
预测老年患者麻醉早期呼吸道Critical事件的列线图模型的建立和验证
Jingying Huang,Jin Yang,Haiou Qi et al.
Jingying Huang et al.
Background: Elderly patients undergoing recovery from general anesthesia face a heightened risk of critical respiratory events (CREs). Despite this, there is a notable absence of effective predictive tools tailored to thi...
Machine learning-based evaluation of prognostic factors for mortality and relapse in patients with acute lymphoblastic leukemia: a comparative simulation study [0.03%]
基于机器学习的评估急性淋巴细胞白血病患者预后因素的模拟研究
Zahra Mehrbakhsh,Roghayyeh Hassanzadeh,Nasser Behnampour et al.
Zahra Mehrbakhsh et al.
Background: Predicting mortality and relapse in children with acute lymphoblastic leukemia (ALL) is crucial for effective treatment and follow-up management. ALL is a common and deadly childhood cancer that often relapses...
Enhancing clinical data retrieval with Smart Watchers: a NiFi-based ETL pipeline for Elasticsearch queries [0.03%]
基于NiFi的Elasticsearch检索的ETL管道：使用Smart Watchers增强临床数据检索
Mohammad Al-Agil,Stephen J Obee,Vlad Dinu et al.
Mohammad Al-Agil et al.
Background: The aim is to develop and deploy an automated clinical alert system to enhance patient care and streamline healthcare operations. Structured and unstructured data from multiple sources are used to generate nea...
Classification of coronary artery disease using radial artery pulse wave analysis via machine learning [0.03%]
基于机器学习的桡动脉脉波分析以分类冠状动脉疾病
Yi Lyu,Hai-Mei Wu,Hai-Xia Yan et al.
Yi Lyu et al.
Background: Coronary artery disease (CAD) is a major global cardiovascular health threat and the leading cause of death in many countries. The disease has a significant impact in China, where it has become the leading cau...
The red blood cell distribution width to albumin ratio was a potential prognostic biomarker for acute respiratory failure: a retrospective study [0.03%]
红细胞分布宽度与白蛋白比率可能是急性呼吸衰竭的潜在预后生物标志物：一项回顾性研究
Qian He,Song Hu,Jun Xie et al.
Qian He et al.
Background: The association between red blood cell distribution width (RDW) to albumin ratio (RAR) and prognosis in patients with acute respiratory failure (ARF) admitted to the Intensive Care Unit (ICU) remains unclear. ...