Survey on clinical prediction models for diabetes prediction

Survey on clinical prediction models for diabetes prediction Predictive analytics has gained a lot of reputation in the emerging technology Big data. Predictive analytics is an advanced form of analytics. Predictive analytics goes beyond data mining. A huge amount of medical data is available today regarding the disease, their symptoms, reasons for illness, and their effects on health. But this data is not analysed properly to predict or to study a disease. The aim of this paper is to give a detailed version of predictive models from base to state-of-art, describing various types of predictive models, steps to develop a predictive model, their applications in health care in a broader way and particularly in diabetes. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Journal of Big Data Springer Journals

Survey on clinical prediction models for diabetes prediction

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Publisher
Springer International Publishing
Copyright
Copyright © 2017 by The Author(s)
Subject
Computer Science; Database Management; Information Storage and Retrieval; Data Mining and Knowledge Discovery; Computational Science and Engineering; Mathematical Applications in Computer Science; Communications Engineering, Networks
eISSN
2196-1115
D.O.I.
10.1186/s40537-017-0082-7
Publisher site
See Article on Publisher Site

Abstract

Predictive analytics has gained a lot of reputation in the emerging technology Big data. Predictive analytics is an advanced form of analytics. Predictive analytics goes beyond data mining. A huge amount of medical data is available today regarding the disease, their symptoms, reasons for illness, and their effects on health. But this data is not analysed properly to predict or to study a disease. The aim of this paper is to give a detailed version of predictive models from base to state-of-art, describing various types of predictive models, steps to develop a predictive model, their applications in health care in a broader way and particularly in diabetes.

Journal

Journal of Big DataSpringer Journals

Published: Aug 23, 2017

References

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