Design and methodological development of a digital clinical safety training programme informed by a national framework: a New Zealand case study [0.03%]
一项基于国家框架的数字临床安全培训计划的设计和方法学发展：新西兰案例研究
Rashmeen Sandhu,Brian Yow,Lara Hopley et al.
Rashmeen Sandhu et al.
Background: The rapid digitalisation of healthcare services has introduced new safety risks related to patient confidentiality, the reliability of digital tools, and their integration into clinical workflows. While digita...
Panic prediction from digital phenotyping: subject-level cross-validation reveals limited between-person generalization [0.03%]
数字表型预测恐慌：受试者级别的交叉验证揭示了有限的个体间泛化能力
Minoru Hattori,Naoko Hasunuma
Minoru Hattori
Objectives: A publicly shared digital phenotyping dataset was recently used to train models predicting day-before-panic (DBP) events, reporting cross-validated ROC-AUC around 0.90. Because the stratified 5-fold cross-vali...
Agent-Based Modeling Approach for Population Dynamics of the Biological Vector Aedes Aegypti [0.03%]
以登革热生物媒介埃及伊蚊为对象的基于智能体建模方法研究其种群动态
Alexandra Schwaiger,Marco Schweitzer,Werner O Hackl et al.
Alexandra Schwaiger et al.
Background: The invasive mosquito Aedes aegypti is a major vector of arboviruses, such as Dengue, Zika, Chikungunya and Yellow Fever. Objective: ...
A Statistical Framework for Person-centered Analysis of Digital Service Use in Public Health and Social Care [0.03%]
公共卫生和社会护理中数字服务使用的以个人为中心的分析统计框架
Ilona Rönkkö,Antti Heiskanen,Katja Antikainen et al.
Ilona Rönkkö et al.
Secondary use of health and social care registry data enables evaluation of service effectiveness. The focus is shifting from organization-based metrics to person-centered, system-level approaches that understand outcomes as the combined re...
Assessing the Quality of Electronic Discharge Summaries: A Cross-Sectional Study Using the Validated Spanish Version of the PDQI-9 [0.03%]
基于PDQI-9量表西班牙语版评估电子出院小结质量的横断面研究
Pilar Carral,Sonia Elizabeth Benítez,Marta Patricia Del Valle et al.
Pilar Carral et al.
Hospital discharge represents a critical moment in the inpatient care process, and its documentation, known as the discharge summary, plays a fundamental role. Incomplete discharge summaries may lead to hospital readmissions, adverse events...
A Knowledge Graph-Driven Hypergeometric Efficacy Prediction Model for Classical Traditional Chinese Herbal Formulas [0.03%]
一种基于知识图谱的经典复方药效预测模型
Li Yuanbai,Liu Fangzhou,Li Yihao et al.
Li Yuanbai et al.
The multilevel semantic structure of traditional Chinese medicine (TCM) formulas makes their efficacy difficult to represent computationally.This study aimed to develop an interpretable, statistically rigorous model for quantitatively predi...
Using a Large Language Model-generated Prompt to Extract Features from Synthetic MRI Brain Scan Reports: A Cross-sectional Study [0.03%]
基于大型语言模型生成的提示从合成MRI脑扫描报告中提取特征：一项横断面研究
John J Hanna,Christopher S Evans,Christopher R Dennis et al.
John J Hanna et al.
Feature extraction from free text medical reports is a frequently required clinical, operational, or research procedure. Large language models (LLMs) hold a promise for automating feature extraction, which can also enable category assignmen...
Early Risk Factor Prediction in Chronic Kidney Disease Diagnosis Using Feature Selection and Machine Learning Algorithms [0.03%]
基于特征选择和机器学习算法的慢性肾脏疾病早期风险因素预测模型研究
Chowdhury Nazia Enam Prima,Martti Juhola
Chowdhury Nazia Enam Prima
Chronic kidney disease, CKD in short, is a kind of long-term kidney illness in which rapid deterioration of kidney function is observed over a period of time. Unlike other organs, this damage in kidney function cannot be recovered and rever...
Sungwon Jung,Seung-Jong Yu,Byoung-Kee Yi
Sungwon Jung
Background: Standardized clinical terminology is essential for semantic interoperability. Typically, a hospital's terminology expert manually maps local terminology with international standards such as SNOMED CT. The manu...
A Multicentre Evaluation of the Impact of Computerised Physician Order Entry on Medication Documentation Workflow, Time, and Quality [0.03%]
计算机医师订单录入对药品文档工作流程、时间和质量的影响的多中心评估
Viktoria Jungreithmayr,Alina Fischer,Jan Leininger et al.
Viktoria Jungreithmayr et al.
Multicentre evaluations are key to provide generalisable results on medication safety interventions. Yet, for computerised physician order entry (CPOE) assessment, evaluations are mostly singe-centred and poorly comparable.We performed a mu...