The study of organisations’ information security cultures has attracted scholars as well as healthcare services industry to research the topic and find appropriate tools and approaches to develop a positive culture. The vast majority of studies in Saudi national health services …
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Many real-world applications produce event sequence data containing information crucial to important decision making. The ability to discover patterns of behavior or operational significance from multivariate temporal sequences (MTS) is essential to tasks such as purchase behavi…
Type 2 diabetes (T2D) is one of the fastest growing public health concerns in the United States. There were 30.3 million patients (9.4% of the US populations) suffering from diabetes in 2015. Diabetes, which is the seventh leading cause of death in the United States, is known to…
Background: Until recently, human genetics has primarily been used for research or targeted clinical testing. With the decreased cost and ease of access to genetic testing, there has been an expansion of the application of genetics to health and chronic disease states. The scala…
With the rapidly growing volume of Electronic Health Records (EHR) data, deep-learning models exhibit state-of-the-art performance for many predictive tasks in the health domain. To overcome the challenge of high dimensionality in EHR data, many representation learning methods h…
Electronic health records (EHRs) are growing at an exponential rate, and predictive analysis of this data can help physicians determine a patient’s condition at an early stage. In order to perform predictive analytics, various factors need to be considered, including demographic…
There have been a number of researches that investigated ICT adoption in Malaysian healthcare. With the small number of hospitals that adopt ICT in their daily clinical and administrative operations, the possibility to enable data exchange across 131 public hospitals in Malaysia…
The history of the U.S. Department of Veterans Affairs (VA) health information technology (HIT) has been characterized by both enormous successes and catastrophic failures. While the VA was once hailed as the way to the future of twenty-first-century health care, many programs h…
The rapid growth of data volume has promoted development of advanced computational methods, particularly machine learning (ML) and deep learning (DL) algorithms, to address challenges emerged in various fields. A key step to solve ML/DL tasks is to find a good data representation …
Burnout among primary care providers, which include physicians, nurse practitioners, and physician assistants, can negatively impact patients, providers, and organizations. Researchers have reported that up to 37% of primary care physicians experience burnout, yet the prevalence…
The widespread adoption of electronic health records (EHR) has generated large amounts of data which created new opportunities for advancing healthcare. Deep learning, a subfield of machine learning, has seen a dramatic resurgence in recent years, and holds high potential to sup…
A new hospital in United Arab Emirates (UAE) plans to adopt health information technology (HIT) and become fully digitalized once operational. The hospital has identified a need to assess basic computer literacy of new employees prior to offering them training on various HIT app…
The US Patient Protection and Affordable Care Act of 2010 embrace the notion that electronic health information is the bedrock of modern healthcare. The overriding concern for any service/entity dealing with electronic health records is ensuring security and privacy of a user's …
The purpose of this study is to investigate factors affecting diffusion of an Electronic Medical Record in the Kuwait Health Care Delivery System (HCDS) from the physicians' perspective. A mixed methodology design including quantitative and qualitative measures was used. The qua…
In healthcare institutions, work must continue 24 hours a day, 7 days a week. A team of nurses is needed to provide around-the-clock patient care, and this process requires transfer of patient care responsibilities, a process known as a “handoff.” The present study explored the …