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Privacy protection of medical data in social network
BackgroundProtection of privacy data published in the health care field is an important research field. The Health Insurance Portability and...
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Assessment of medical students’ knowledge regarding radiation associated risk and its protection: finding from a cross-sectional study
ObjectiveThe current study assessed the knowledge of the medical students regarding the nature of radiation, associated risks, and protective...
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Understanding financial risk protection in China’s health system: a descriptive analysis using data from multiple national household surveys
BackgroundProviding financial risk protection is one of the fundamental goals of health systems. Catastrophic health expenditure (CHE) and medical...
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Construction of an evaluation system for medical staff’s occupational protection ability based on knowledge, attitude, and practice theory, and a cross-sectional survey of current conditions
IntroductionMedical personnel should be in close proximity and high frequency of contact with patients, and be exposed to physical, biological and...
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A multicentre survey of knowledge and implementation of radiation protection techniques in cardiac cath-lab medical personnel
BackgroundAwareness of radiation hazards and methods to reduce radiation dose is a sine qua non for all staff working in the cath-lab for their own...
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Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects
Artificial intelligence (AI) is transforming the field of medical imaging and has the potential to bring medicine from the era of ‘sick-care’ to the...
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FAIRness through automation: development of an automated medical data integration infrastructure for FAIR health data in a maximum care university hospital
BackgroundSecondary use of routine medical data is key to large-scale clinical and health services research. In a maximum care hospital, the volume...
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Community medical service construction: identifying factors that influence medical choice for patients with non-communicable chronic diseases in the Southwest China
BackgroundCommunity medical institutions play a vital role in China’s healthcare system. While the number of these institutions has increased in...
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The impact of urban–rural medical insurance integration on medical impoverishment: evidence from China
BackgroundFinancial protection is a key dimension of Universal Health Coverage (UHC), and social medical insurance is an effective measure to provide...
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Recommendations for achieving interoperable and shareable medical data in the USA
Easy access to large quantities of accurate health data is required to understand medical and scientific information in real-time; evaluate public...
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A narrative commentary about interoperability in medical devices and data used in diabetes therapy from an academic EU/UK/US perspective
People living with diabetes have many medical devices available to assist with disease management. A critical aspect that must be considered is how...
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Population-Based Analysis of 6534 Seizure Emergency Cases from Emergency Medical Services Data
IntroductionSeizures are common reasons to call an ambulance, and this study aims to analyze the burden of seizures in the prehospital setting based...
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Psychometric evaluation of the Protection Motivation Theory scale in assessing fall protection motivation among older adults to reduce fall risk
BackgroundProtection Motivation Theory could be another potential and good framework that addresses essential elements in a behavioural change...
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Ensuring privacy protection in the era of big laparoscopic video data: development and validation of an inside outside discrimination algorithm (IODA)
BackgroundLaparoscopic videos are increasingly being used for surgical artificial intelligence (AI) and big data analysis. The purpose of this study...
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Enhancing pooling levels strengthens the risk resilience of healthcare insurance: a case study of basic medical insurance fund operations data in Gansu, China
BackgroundIn China, enhancing the pooling levels of basic health insurance has consistently been regarded as a pivotal measure to promote the...
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Degree of protection provided by poverty alleviation policies for the middle-aged and older in China: evaluation of effectiveness of medical insurance system tools and vulnerable target recognition
BackgroundChina’s medical insurance schemes and poverty alleviation policy at this stage have achieved population-wide coverage and the system's...
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Leveraging electronic medical records for HIV testing, care, and treatment programming in Kenya—the national data warehouse project
BackgroundAggregate electronic data repositories and population-level cross-sectional surveys play a critical role in HIV programme monitoring and...
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Impact of linkage level on inferences from big data analyses in health and medical research: an empirical study
BackgroundLinkage errors that occur according to linkage levels can adversely affect the accuracy and reliability of analysis results. This study...
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A Guideline for Open-Source Tools to Make Medical Imaging Data Ready for Artificial Intelligence Applications: A Society of Imaging Informatics in Medicine (SIIM) Survey
In recent years, the role of Artificial Intelligence (AI) in medical imaging has become increasingly prominent, with the majority of AI applications...
