Noise is an underrecognized problem in medical decision making and is known by other names: a scoping review [0.03%]
噪声是医学决策中被低估的问题且有其他称谓：系统综述性的研究
Kayla V Dlugos,Mjaye Mazwi,Robert Lao et al.
Kayla V Dlugos et al.
Unwanted random variability in day-to-day decision making referred to as 'noise' is associated with unhelpful variation that affects both the reproducibility and quality of decision making. Although this is described in other fields, the pr...
A series of natural language processing for predicting tumor response evaluation and survival curve from electronic health records [0.03%]
从电子健康记录中通过一系列自然语言处理预测肿瘤反应评估和生存率曲线
Toshiki Takeuchi,Hidehito Horinouchi,Ken Takasawa et al.
Toshiki Takeuchi et al.
Background: The clinical information housed within unstructured electronic health records (EHRs) has the potential to promote cancer research. The National Cancer Center Hospital (NCCH) is widely recognized as a leading i...
De-identification of clinical notes with pseudo-labeling using regular expression rules and pre-trained BERT [0.03%]
使用正则表达式规则和预训练的BERT进行伪标记的临床笔记去识别化
Jiyong An,Jiyun Kim,Leonard Sunwoo et al.
Jiyong An et al.
Background: De-identification of clinical notes is essential to utilize the rich information in unstructured text data in medical research. However, only limited work has been done in removing personal information from cl...
An effective multi-step feature selection framework for clinical outcome prediction using electronic medical records [0.03%]
利用电子病历进行临床结果预测的有效多步特征选择框架
Hongnian Wang,Mingyang Zhang,Liyi Mai et al.
Hongnian Wang et al.
Background: Identifying key variables is essential for developing clinical outcome prediction models based on high-dimensional electronic medical records (EMR). However, despite the abundance of feature selection (FS) met...
Machine learning via DARTS-Optimized MobileViT models for pancreatic Cancer diagnosis with graph-based deep learning [0.03%]
通过DARTS优化的MobileViT模型利用图神经网络进行胰腺癌诊断的机器学习研究
Yusuf Alaca
Yusuf Alaca
The diagnosis of pancreatic cancer presents a significant challenge due to the asymptomatic nature of the disease and the fact that it is frequently detected at an advanced stage. This study presents a novel approach combining graph-based d...
Correction: Causal analysis for multivariate integrated clinical and environmental exposures data [0.03%]
修正：多变量综合临床和环境暴露数据的因果分析
Meghamala Sinha,Perry Haaland,Ashok Krishnamurthy et al.
Meghamala Sinha et al.
Pelvic pain & endometriosis: the development of a patient-centred e-health resource for those affected by endometriosis-associated dyspareunia [0.03%]
骨盆疼痛和子宫内膜异位症：针对子宫内膜异位症相关性交痛患者的以患者为中心的电子健康资源开发
Gurkiran Parmar,A Fuchsia Howard,Heather Noga et al.
Gurkiran Parmar et al.
Background: We recognized a paucity of accessible, evidence-based, empowering patient-centred resources for those with endometriosis-associated dyspareunia. Affecting more than 50% of people with endometriosis, dyspareuni...
Factors contributing to chronic ankle instability in parcel delivery workers based on machine learning techniques [0.03%]
基于机器学习技术分析快递员慢性踝关节不稳的影响因素
Ui-Jae Hwang,Oh-Yun Kwon,Jun-Hee Kim et al.
Ui-Jae Hwang et al.
Background: Ankle injuries in parcel delivery workers (PDWs) are most often caused by trips. Ankle sprains have high recurrence rates and are associated with chronic ankle instability (CAI). This study aimed to develop, d...
Prediction of adverse pregnancy outcomes using machine learning techniques: evidence from analysis of electronic medical records data in Rwanda [0.03%]
基于卢旺达电子病历数据的不良妊娠结局预测：机器学习技术证据
Muzungu Hirwa Sylvain,Emmanuel Christian Nyabyenda,Melissa Uwase et al.
Muzungu Hirwa Sylvain et al.
Background: Despite substantial progress in maternal and neonatal health, Rwanda's mortality rates remain high, necessitating innovative approaches to meet health related Sustainable Development Goals (SDGs). By leveragin...
Analytical validation of Exandra: a clinical decision support system for promoting guideline-directed therapy of type-2 diabetes in primary care - a collaborative study with experts from Diabetes Canada [0.03%]
Exandra的分析验证：一种促进初级保健中2型糖尿病患者指南指导治疗的临床决策支持系统——与加拿大糖尿病协会专家合作的一项研究
Klaudia Grechuta,Pedram Shokouh,Valentina Bayer et al.
Klaudia Grechuta et al.
Background: Individuals with type 2 diabetes (T2D) have a high prevalence of cardiovascular and renal comorbidities. Despite clinical practice guidelines recommending the use of cardiorenal protective medications, many pe...