Big data in healthcare: management, analysis and future prospects
2019年6月19日 · The birth and integration of big data within the past few years has brought substantial advancements in the health care sector ranging from medical data management to drug discovery programs for complex human diseases including cancer and …
Medical big data: promise and challenges - PubMed
Medical big data as material to be analyzed has various features that are not only distinct from big data of other disciplines, but also distinct from traditional clinical epidemiology. Big data technology has many areas of application in healthcare, such as predictive modeling and clinical decision support, disease or safety surveillance ...
Big Data in Health Care: What It Is, Benefits, and Jobs
2023年11月29日 · Some of the most common sources of big data in health care include electronic health records (EHR), electronic medical records (EMRs), personal health records (PHRs), and data produced by widespread digital health tools like wearable medical devices and health apps on mobile devices.
Medical Big Data and Artificial Intelligence for Healthcare - MDPI
2023年3月15日 · Big data have altered the way we manage, explore, evaluate, analyze, and leverage data across many different industries [1]. Medicine is one of the most remarkable fields in which big data are making big changes [2], in the form of medical big data (MBD).
A review of big data and medical research - PMC - PubMed …
Big data in medicine may be used by commercial, academic, government, and public sectors. It includes biologic, biometric, and electronic health data. Examples of biologic data include biobanks; biometric data may have individual wellness data from devices; electronic health data include the medical record; and other data demographics and images.
Healthcare Big Data and the Promise of Value-Based Care
2018年1月1日 · Big data is just beginning to revolutionize healthcare and move the industry forward on many fronts. The changes in medicine, technology, and financing that big data in healthcare promises, offer...
The use of Big Data Analytics in healthcare - PMC - PubMed …
Big Data can be used, for example, for better diagnosis in the context of comprehensive patient data, disease prevention and telemedicine (in particular when using real-time alerts for immediate care), monitoring patients at home, preventing unnecessary hospital visits, integrating medical imaging for a wider diagnosis, creating predictive ...
Big data in digital healthcare: lessons learnt and ... - Nature
2020年3月5日 · By drawing upon global approaches, we propose recommendations for guidelines and regulations of data use in healthcare centering on the creation of a unique global patient ID that can integrate...
Systematic analysis of healthcare big data analytics for efficient …
2022年12月26日 · In this comprehensive systematic research work, the existing literature reported during 2011 to 2021, is thoroughly analysed for identifying the efforts made to facilitate the doctors and...
Big Data in Health Care: Applications and Challenges
2018年12月1日 · Big Data in health care can be classified into four main types based on the data sources, i.e., Big Data in medicine, also named as medical/clinical Big Data; Big Data in public health and behavior; Big Data in medical experiments; and Big Data in medical literature. Table 1 summarizes the information of major data types. Table 1.