OBJECTIVES The main purpose of this study was to explore whether the use of big data can effectively reduce healthcare concerns, such as the selection of appropriate treatment paths, improvement of healthcare systems, and so on. METHODS By providing an overview of the current state of big data applications in the healthcare environment, this study has explored the current challenges that gove...

This research report showcases various data mining (DM) techniques such as Classification, Regression, and Clustering in brief also discusses the aptest framework method for healthcare industry, CRISP-DM. explores applications industry. DM is utilized to extract from a lot of information. includes two models, predictive descriptive. Classifying form classes either with final objective learning ...

People are special. The importance and need for the research and development into medical and healthcare devices can never be overstated. In the 21st century, medical and healthcare devices play a more vital role in our lives than ever before. A wide range of materials are being used for producing numerous medical and healthcare devices for a variety of end use. In this manuscript, historical d...

This paper considers the increasing requirement for security in healthcare IT systems and, in particular, identifies the need for appropriate means by which healthcare establishments (HCEs) may respond to incidents. The main discussion focuses upon two significant initiatives that have been established in order to improve understanding and awareness of healthcare security issues. The first is t...