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Electronic Health Records(EHR) are gaining a lot of popularity all over the world. The current EHR systems however have their fair share of problems related to privacy and security. We have proposed a mechanism which provides a solution to…

密码学与安全 · 计算机科学 2020-10-01 Gaganjeet Reen , Manasi Mohandas , S Venkatesan

The increased adoption of Electronic Health Records(EHRs) has brought changes to the way the patient care is carried out. The rich heterogeneous and temporal data space stored in EHRs can be leveraged by machine learning models to capture…

机器学习 · 计算机科学 2019-04-11 Maria Bampa

This study examines the challenges hospitals encounter in managing human resources and proposes potential solutions. It provides an overview of current HR practices in hospitals, highlighting key issues affecting recruitment, retention, and…

计算机与社会 · 计算机科学 2024-10-08 Syeda Aynul Karim , Md. Juniadul Islam

The lack of user experience standards in regulations for data privacy and data portability in the health sector increases the cost of leaving a network provider while not protecting the patient's privacy, directly impacting people's health.…

人机交互 · 计算机科学 2022-09-13 Yasodara Cordova

Verisign reported a 125 percent increase in data breaches within the healthcare sector in the United States during 2022, with 18.2 million patient records being impacted. Growing healthcare data volumes and diversification mean that medical…

计算机与社会 · 计算机科学 2025-01-07 Umar Safdar , Simon Gabrael

The presence of detailed clinical information in electronic health record (EHR) systems presents promising prospects for enhancing patient care through automated retrieval techniques. Nevertheless, it is widely acknowledged that accessing…

Healthcare information systems deal with a large amount of Personally Identifiable Information related to patients like dates of birth and social security numbers, patients health information and history, and financial information like…

密码学与安全 · 计算机科学 2022-02-15 Sreejith Gopinath , Aspen Olmsted

Academic medical centers are generating an increasing amount of biomedical data and there is an increasing demand for biomedical data for research purposes by research projects, research consortia, companies, and other third parties. At the…

Previous studies have shown that health information technologies have a positive impact on health systems. Electronic health record (EHR) systems are one of the most promising applications, demonstrating a positive effect in high income…

计算机与社会 · 计算机科学 2020-06-01 Stefan Hochwarter , Do Duy Cuong , Nguyen Thi Kim Chuc , Mattias Larsson

Machine learning provides many powerful and effective techniques for analysing heterogeneous electronic health records (EHR). Administrative Health Records (AHR) are a subset of EHR collected for administrative purposes, and the use of…

机器学习 · 计算机科学 2023-08-29 Adrian Caruana , Madhushi Bandara , Katarzyna Musial , Daniel Catchpoole , Paul J. Kennedy

The pivotal shift from traditional paper-based records to sophisticated Electronic Health Records (EHR), enabled systematic collection and analysis of patient data through descriptive statistics, providing insight into patterns and trends…

人工智能 · 计算机科学 2025-02-18 Muhammet Alkan , Hester Huijsdens , Yola Jones , Fani Deligianni

Background: Electronic Health Records (EHRs) contain rich information of patients' health history, which usually include both structured and unstructured data. There have been many studies focusing on distilling valuable information from…

机器学习 · 计算机科学 2021-11-10 Ziyi Liu , Jiaqi Zhang , Yongshuai Hou , Xinran Zhang , Ge Li , Yang Xiang

Healthcare blockchains provide an innovative way to store healthcare information, execute healthcare transactions, and build trust for healthcare data sharing and data integration in a decentralized open healthcare network environment.…

密码学与安全 · 计算机科学 2021-06-14 Rui Zhang , Rui Xue , Ling Liu

Electronic health records (EHRs), which contain patients' medical histories, tend to be written in freely formatted (unstructured) text because they are complicated by their nature. Quickly understanding a patient's history is challenging…

人机交互 · 计算机科学 2023-06-27 Shuntaro Yada , Eiji Aramaki

In recent years, the healthcare sector's transition to digital platforms has intensified concerns over data security, privacy, and scalability. Blockchain technology offers a decentralized, secure, and immutable solution to these…

密码学与安全 · 计算机科学 2024-12-11 Reza Javan , Mehrzad Mohammadi , Mohammad Beheshti-Atashgah , Mohammad Reza Aref

With the development of the Internet, the amount of data generated by the medical industry each year has grown exponentially. The Electronic Health Record (EHR) manages the electronic data generated during the user's treatment process.…

密码学与安全 · 计算机科学 2026-01-22 Lingsheng Chen , Shipeng Ye , Xiaoqi Li

The growing utilization of Internet of Medical Things (IoMT) devices, including smartwatches and wearable medical devices, has facilitated real-time health monitoring and data analysis to enhance healthcare outcomes. These gadgets…

密码学与安全 · 计算机科学 2025-05-21 Musharraf N. Alruwaill , Saraju P. Mohanty , Elias Kougianos

Modern healthcare systems now rely on advanced computing methods and technologies, such as Internet of Things (IoT) devices and clouds, to collect and analyze personal health data at an unprecedented scale and depth. Patients, doctors,…

计算机与社会 · 计算机科学 2018-04-13 Sagar Sharma , Keke Chen , Amit Sheth

The COVID-19 pandemic and other ongoing health crises have underscored the need for prompt healthcare services worldwide. The traditional healthcare system, centered around hospitals and clinics, has proven inadequate in the face of such…

计算机与社会 · 计算机科学 2024-09-06 Munshi Saifuzzaman , Tajkia Nuri Ananna

Industry 4.0 in health care has evolved drastically over the past century. In fact, it is evolving every day, with new tools and strategies being developed by physicians and researchers alike. Health care and technology have been…

计算机与社会 · 计算机科学 2022-01-19 Md Manjurul Ahsan , Zahed Siddique