Data Mining Medical Informatics

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Data Mining In Healthcare: Purpose, Benefits, and …

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

The purpose of data mining, whether it’s being used in healthcare or business, is to identify useful and understandable patterns by analyzing large sets of data. These data patterns help predict industry or information trends, and then determine what to do about them. In the healthcare industry specifically, … See more

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 …

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 a rich …

Special Issue on Data Mining in Health Informatics

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

Noise and missing values in the medical records are harmful to the performance of data mining algorithms and approaches. Consequently, there exists a …

A review of data mining using big data in health informatics

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

The term Big Data is a vague term with a definition that is not universally agreed upon. According to [], a rough definition would be any data that is around a …

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 decision …

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 …

Data mining in clinical big data: the frequently used …

https://mmrjournal.biomedcentral.com/articles/10.1186/s40779-021-00338-z

Data mining is a multidisciplinary field at the intersection of database technology, statistics, ML, and pattern recognition that profits from all these disciplines …

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 …

Data mining applications in healthcare - PubMed

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

Data mining applications can greatly benefit all parties involved in the healthcare industry. For example, data mining can help healthcare insurers detect fraud and abuse, …

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