The Long-Term Prediction of Type II Diabetes Mellitus: A Review Study

Type II Diabetes Mellitus is one of the silent killer diseases worldwide. According to the World Health Organization, 346 million people are suffering from diabetes worldwide. In this paper, we reviewed some models and systems used for diabetes prediction, comparing and exploring various related res...

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Main Authors:	Amatul, Zehra, Tuty Asmawaty, Abdul Kadir, Sabira, Khatun
Format:	Conference or Workshop Item
Language:	English
Published:	2012
Subjects:	QA Mathematics RC Internal medicine
Online Access:	http://umpir.ump.edu.my/id/eprint/3542/ http://umpir.ump.edu.my/id/eprint/3542/1/28-ICoCSIM.pdf

id	ump-3542
recordtype	eprints
spelling	ump-35422018-10-04T08:21:07Z http://umpir.ump.edu.my/id/eprint/3542/ The Long-Term Prediction of Type II Diabetes Mellitus: A Review Study Amatul, Zehra Tuty Asmawaty, Abdul Kadir Sabira, Khatun QA Mathematics RC Internal medicine Type II Diabetes Mellitus is one of the silent killer diseases worldwide. According to the World Health Organization, 346 million people are suffering from diabetes worldwide. In this paper, we reviewed some models and systems used for diabetes prediction, comparing and exploring various related research works. We found some models and systems to predict and diagnose type II diabetes mainly for a short term. This led to the related open issues of the development of a model for the prediction of type II diabetes in the long run. We analysed the need of a relation between the major factors that lead to the development of diabetes. We aim to study the pattern behaviour in existing data. Furthermore, we have proposed to classify the data using k-means algorithm and the prediction through particle filter method. The model would be able to do long term prediction for potential persons. This would be beneficial to overcome the sharp rise of diabetes globally. 2012 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/3542/1/28-ICoCSIM.pdf Amatul, Zehra and Tuty Asmawaty, Abdul Kadir and Sabira, Khatun (2012) The Long-Term Prediction of Type II Diabetes Mellitus: A Review Study. In: International Conference on Computational Science and Information Management (ICoCSIM), 3-5 December 2012 , Toba Lake, North Sumatera, Indonesia. pp. 140-146..
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA Mathematics RC Internal medicine
spellingShingle	QA Mathematics RC Internal medicine Amatul, Zehra Tuty Asmawaty, Abdul Kadir Sabira, Khatun The Long-Term Prediction of Type II Diabetes Mellitus: A Review Study
description	Type II Diabetes Mellitus is one of the silent killer diseases worldwide. According to the World Health Organization, 346 million people are suffering from diabetes worldwide. In this paper, we reviewed some models and systems used for diabetes prediction, comparing and exploring various related research works. We found some models and systems to predict and diagnose type II diabetes mainly for a short term. This led to the related open issues of the development of a model for the prediction of type II diabetes in the long run. We analysed the need of a relation between the major factors that lead to the development of diabetes. We aim to study the pattern behaviour in existing data. Furthermore, we have proposed to classify the data using k-means algorithm and the prediction through particle filter method. The model would be able to do long term prediction for potential persons. This would be beneficial to overcome the sharp rise of diabetes globally.
format	Conference or Workshop Item
author	Amatul, Zehra Tuty Asmawaty, Abdul Kadir Sabira, Khatun
author_facet	Amatul, Zehra Tuty Asmawaty, Abdul Kadir Sabira, Khatun
author_sort	Amatul, Zehra
title	The Long-Term Prediction of Type II Diabetes Mellitus: A Review Study
title_short	The Long-Term Prediction of Type II Diabetes Mellitus: A Review Study
title_full	The Long-Term Prediction of Type II Diabetes Mellitus: A Review Study
title_fullStr	The Long-Term Prediction of Type II Diabetes Mellitus: A Review Study
title_full_unstemmed	The Long-Term Prediction of Type II Diabetes Mellitus: A Review Study
title_sort	long-term prediction of type ii diabetes mellitus: a review study
publishDate	2012
url	http://umpir.ump.edu.my/id/eprint/3542/ http://umpir.ump.edu.my/id/eprint/3542/1/28-ICoCSIM.pdf
first_indexed	2023-09-18T21:57:54Z
last_indexed	2023-09-18T21:57:54Z
_version_	1777414202438189056

The Long-Term Prediction of Type II Diabetes Mellitus: A Review Study

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