Data Mining In Medical Informatics

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Data Mining In Healthcare: Purpose, Benefits, and …

https://www.usfhealthonline.com/resources/healthcare-analytics/data-mining-in-healthcare/

Data mining has been used in many industries to improve customer experience and satisfaction, and increase product safety and usability. Data mining in healthcare has proven effective in areas such as predictive medicine, customer relationship management, detection of fraud and abuse, … See more

Using Data Mining Strategies in Clinical Decision Making …

https://journals.lww.com/cinjournal/Fulltext/2016/10000/Using_Data_Mining_Strategies_in_Clinical_Decision.9.aspx

Data mining is an information technology with an innovative effect on the way that people live, communicate, and learn. The technology aims to assist clinicians in clinical …

A review of data mining using big data in health informatics

https://journalofbigdata.springeropen.com/articles/10.1186/2196-1115-1-2

A review of data mining using big data in health informatics Abstract. The amount of data produced within Health Informatics has grown to be quite vast, and …

Introduction to Data Mining for Medical Informatics

https://www.sciencedirect.com/science/article/pii/S0272271207001175

Although data mining is a new field of study of interest to medical informatics the application of analytic techniques to the discovery of patterns has …

Special Issue on Data Mining in Health Informatics

https://link.springer.com/article/10.1007/s41666-018-0039-4

Data Mining and Health Informatics Vast amounts of health-related data are captured in the form of Electronic Health Records (EHR), health insurance claims, …

Introduction to data mining for medical informatics

https://pubmed.ncbi.nlm.nih.gov/18194716/

Data mining consists of a series of techniques for the discovery of patterns in large databases. This article provides an introduction to common data mining techniques with …

Data analysis and data mining: current issues in …

https://pubmed.ncbi.nlm.nih.gov/22146916/

Background: Medicine and biomedical sciences have become data-intensive fields, which, at the same time, enable the application of data-driven approaches and require …

Predictive data mining in clinical medicine: current issues …

https://pubmed.ncbi.nlm.nih.gov/17188928/

Conclusions: Predictive data mining is becoming an essential instrument for researchers and clinical practitioners in medicine. Understanding the main issues underlying these …

Data mining applications in healthcare - PubMed

https://pubmed.ncbi.nlm.nih.gov/15869215/

In healthcare, data mining is becoming increasingly popular, if not increasingly essential. Data mining applications can greatly benefit all parties involved in the healthcare …

The Hazards of Data Mining in Healthcare - PubMed

https://pubmed.ncbi.nlm.nih.gov/28679892/

From the mid-1990s, data mining methods have been used to explore and find patterns and relationships in healthcare data. During the 1990s and early 2000's, data mining was a …

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