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Blockchain-based secure and smart healthcare IoT system using hybrid consensus mechanism with an honest block
Blockchain-based secure and smart healthcare IoT system using hybrid consensus mechanism with an honest block
The healthcare sector is proliferating day by day by smartly securing confidential data and providing access to their rele...
A step-by-step guide to causal study design using real-world data
A step-by-step guide to causal study design using real-world data
Due to the need for generalizable and rapidly delivered evidence to inform healthcare decision-making, real-world data hav...
ConvMixer deep learning model for detection of pneumonia disease using chest X-ray images
ConvMixer deep learning model for detection of pneumonia disease using chest X-ray images
Pneumonia is a common and fatal disease in children nowadays. It infects the lungs resulting in difficulties in breathing....
Evaluating methods of outlier detection when benchmarking clinical registry data–a simulation study
Evaluating methods of outlier detection when benchmarking clinical registry data–a simulation study
Increasing interest in the public reporting of health provider outcomes and outlier identification using benchmarked clini...
Osteo fracture identification using deep learning techniques
Osteo fracture identification using deep learning techniques
Fractures of bone represent a prevalent medical issue in human beings. These fractures manifest as a consequence of variou...
Using balancing weights to compare performance across facilities providing family planning services in Kenya
Using balancing weights to compare performance across facilities providing family planning services in Kenya
Assessing the extent to which the quality of family planning (FP) delivery in facilities makes a difference for key outcom...
Methodological considerations for optimal variable selection in machine learning for health services research
Methodological considerations for optimal variable selection in machine learning for health services research
Effective variable selection is central to the success of health services research, where large, complex datasets often in...
The impact of knowledge of hospitalization on mortality predictions
The impact of knowledge of hospitalization on mortality predictions
Despite the rapid advancement of machine learning algorithms, the important problem of distinguishing patients based on th...
Blockchain based E-procurement system in healthcare
Blockchain based E-procurement system in healthcare
Public procurement, a critical facet in acquiring goods and services, has garnered scholarly attention in e-procurement. H...
Evaluating medical providers in terms of patient health disparities: a statistical framework
Evaluating medical providers in terms of patient health disparities: a statistical framework
Statistical methods for provider profiling are designed to measure healthcare quality and create incentives for low-qualit...
Evaluation of survey delivery methods in a national study of Veteran’s healthcare preferences
Evaluation of survey delivery methods in a national study of Veteran’s healthcare preferences
Researchers often use survey methods to elicit patient perspectives on their healthcare. Survey results are often subject ...
Propensity score weighting with survey weighted data when outcomes are binary: a simulation study
Propensity score weighting with survey weighted data when outcomes are binary: a simulation study
Propensity score methods have been widely adopted in observational studies, however research on propensity score-based wei...
Inspecting the quality of care: a comparison of CUSUM methods for inter hospital performance
Inspecting the quality of care: a comparison of CUSUM methods for inter hospital performance
During the past 14 years, a clinical audit has been used in the Netherlands to provide hospitals with data on their perfor...
Bootstrap approach to disparity testing with source uncertainty in the data
Bootstrap approach to disparity testing with source uncertainty in the data
This article addresses the problem of one-sided hypothesis testing on the means of two populations when there is uncertain...
Usability evaluation of interoperability interfaces in electronic medical record systems
Usability evaluation of interoperability interfaces in electronic medical record systems
Interoperability plays a crucial role in facilitating seamless data sharing across system boundaries, necessitating collab...
Evaluation via simulation of statistical corrections for network nonindependence
Evaluation via simulation of statistical corrections for network nonindependence
Social processes and social context are increasingly recognized as key factors shaping health-related behaviors and outcom...
Diabetes Belt has lower efficiency in providing diabetes preventive care than surrounding counties
Diabetes Belt has lower efficiency in providing diabetes preventive care than surrounding counties
Annual preventive care is essential for diabetes patients to reduce the risk of complications including hypoglycemic event...
Limitations of the inter-unit reliability: a set of practical examples
Limitations of the inter-unit reliability: a set of practical examples
Healthcare quality measures are statistics that serve to evaluate healthcare providers and identify those that need to imp...