The Reliability of Human Evaluation of Large Language Models in Health Care Settings: Scoping Review [0.03%]
Euijun Yang,Siyeon Ko,Hyekyung Woo
Euijun Yang
Background: Integration of large language models (LLMs) into health care has accelerated rapidly, yet reliability concerns pose potential risks to patient safety. Although human evaluation has been widely used as an impor...
Suleyman Bouchmal,Katya Sion,Pepijn Janssens et al.
Suleyman Bouchmal et al.
Background: The use of data to support decision-making and primary processes is central to establishing data-informed care. Yet, data remain underutilized for quality improvement in long-term care (LTC). Data maturity ref...
Multilingual Evidence-Based Question-Answering for Stroke Discharge Summaries: Study of Cross-Lingual Heterogeneity in Clinical Reports [0.03%]
Vojtěch Lanz,Aleksis Datseris,Svetla Boytcheva et al.
Vojtěch Lanz et al.
Background: The Registry of Stroke Care Quality (RES-Q) is a health care quality improvement platform used globally. RES-Q collects structured quality-of-care data for patients with stroke, requiring clinicians to manuall...
Clement Adebamowo,Sally Nneoma Adebamowo,Adeola Akintola et al.
Clement Adebamowo et al.
Secondary use is now the ordinary condition of data science health research rather than an exception to it. Electronic health records collected for clinical care become prediction tools and inputs for generative AI; imaging archives become ...
Multimodal Digital Therapeutics Enhanced by Task Design and AI for Attention-Deficit/Hyperactivity Disorder Core Symptoms and Executive Functions in Children and Adolescents: Systematic Review and Network Meta-Analysis of Randomized Controlled Trials [0.03%]
用于儿童和青少年注意缺陷多动障碍核心症状和执行功能的多模态数字疗法增强任务设计和人工智能：随机对照试验的系统评价和网络meta分析
Zhixiang Hao,Hongli Xu,Chen Wang et al.
Zhixiang Hao et al.
Background: Attention-deficit/hyperactivity disorder (ADHD) is a prevalent neurodevelopmental disorder in children and adolescents. Digital therapeutics (DTx) show promise as nonpharmacological interventions, but the comp...
The Challenges of AI Applications in Health Care: Qualitative Study [0.03%]
人工智能在医疗保健领域应用的挑战： qualitative研究
Lilin Qiu,Shuyao Li,Yumei Liang et al.
Lilin Qiu et al.
Background: The application of AI in clinical settings is becoming increasingly widespread, exerting a profound impact on health care professionals' work patterns, decision-making efficiency, and clinical practice. Howeve...
Regulatory Readiness for Paper Replacement in Global Pharmaceutical Electronic Labeling: Cross-Sectional Comparative Policy Analysis [0.03%]
全球药品电子标签中纸张替代的监管准备情况：横断面政策比较分析
Da Eun Lee,Ji Sun Chun,Mari Kim et al.
Da Eun Lee et al.
Background: Accurate and up-to-date medicinal product information is essential for the safe and effective use of medicines. Electronic labeling (e-labeling) has emerged as a potential alternative to paper-based package in...
Comparative Study
Journal of medical Internet research. 2026 Aug 18:28:e96787. DOI:10.2196/96787 2026
NeuroSift for Task-Aware Quality Assurance of Multimedia Data in Remote Parkinson Disease Assessment: Machine Learning Model Development and Validation Study [0.03%]
Md Saiful Islam,Sooyong Park,Evelyn Xiaoxiao Ma et al.
Md Saiful Islam et al.
Background: Automated multimedia analysis of remotely recorded tasks offers a scalable approach to screening and remote monitoring of movement disorders such as Parkinson disease (PD). However, unsupervised recordings oft...
Digital Physical Exercise Interventions for Cognitive Functions in Older Adults: Systematic Review and Bayesian Network Meta-Analysis of Randomized Controlled Trials [0.03%]
老年人认知功能的数字化身体锻炼干预措施：随机对照试验的系统评价和贝叶斯网络-meta分析
Qing Hu,Siyi Sun,Jingru Zhu et al.
Qing Hu et al.
Background: Cognitive decline in older adults imposes a major global burden, with physical inactivity a leading modifiable risk factor for dementia. Digital physical exercise interventions offer scalable alternatives to t...
The Impact of Digitalization on European General Practice From the Perspective of General Practitioners: Systematic Review [0.03%]
从全科医生角度出发的欧洲全科医疗中数字化影响的系统综述
Julia Magdalena Fuger,Lisa Niehoff,Erika Zelko
Julia Magdalena Fuger
Background: Digital health technologies, including telemedicine, electronic medical records, digital health tools (DHTs), and AI, are transforming European primary care, but evidence on how general practitioners (GPs) exp...