ISSN 2394-5125
 

Review Article 


PREDICTING DIABETES AND PROVIDING SUGGESTIONS TO THE PATIENTS USING MACHINE LEARNING TECHNIQUES

Deepa D, Dhiliphan Rajkumar T.

Abstract
Big Data analytics offers to different organization, especially in healthcare, education, telecommunication, agriculture, finance,
travel and banking. Among these, health care plays a major role which has huge amount of data which can be used for further data
analytics. Also, health care data can be used for monitoring and predicting the chronic diseases. Health Monitoring is mainly used
for detecting the changes in patientís health. Diabetes plays a major role in many of the lives by not having a better solution for
curing the disease permanently. It is a disease which will affect a person when their sugar level in the blood is too high. First, the
system will classify the people who are in the risk of getting diabetes. The next step is to use machine learning algorithm for
predicting the diabetes disease among the patients, and it also, provides the more efficient prediction result. At last, the system
will give suggestions to improve the patientsí health.

Key words: Medical Bigdata, data analysis, machine learning, prediction, logistic regression


 
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Pubmed Style

Deepa D, Dhiliphan Rajkumar T. PREDICTING DIABETES AND PROVIDING SUGGESTIONS TO THE PATIENTS USING MACHINE LEARNING TECHNIQUES. JCR. 2020; 7(10): 2391-2397. doi:10.31838/jcr.07.10.407


Web Style

Deepa D, Dhiliphan Rajkumar T. PREDICTING DIABETES AND PROVIDING SUGGESTIONS TO THE PATIENTS USING MACHINE LEARNING TECHNIQUES. http://www.jcreview.com/?mno=127152 [Access: August 17, 2021]. doi:10.31838/jcr.07.10.407


AMA (American Medical Association) Style

Deepa D, Dhiliphan Rajkumar T. PREDICTING DIABETES AND PROVIDING SUGGESTIONS TO THE PATIENTS USING MACHINE LEARNING TECHNIQUES. JCR. 2020; 7(10): 2391-2397. doi:10.31838/jcr.07.10.407



Vancouver/ICMJE Style

Deepa D, Dhiliphan Rajkumar T. PREDICTING DIABETES AND PROVIDING SUGGESTIONS TO THE PATIENTS USING MACHINE LEARNING TECHNIQUES. JCR. (2020), [cited August 17, 2021]; 7(10): 2391-2397. doi:10.31838/jcr.07.10.407



Harvard Style

Deepa D, Dhiliphan Rajkumar T (2020) PREDICTING DIABETES AND PROVIDING SUGGESTIONS TO THE PATIENTS USING MACHINE LEARNING TECHNIQUES. JCR, 7 (10), 2391-2397. doi:10.31838/jcr.07.10.407



Turabian Style

Deepa D, Dhiliphan Rajkumar T. 2020. PREDICTING DIABETES AND PROVIDING SUGGESTIONS TO THE PATIENTS USING MACHINE LEARNING TECHNIQUES. Journal of Critical Reviews, 7 (10), 2391-2397. doi:10.31838/jcr.07.10.407



Chicago Style

Deepa D, Dhiliphan Rajkumar T. "PREDICTING DIABETES AND PROVIDING SUGGESTIONS TO THE PATIENTS USING MACHINE LEARNING TECHNIQUES." Journal of Critical Reviews 7 (2020), 2391-2397. doi:10.31838/jcr.07.10.407



MLA (The Modern Language Association) Style

Deepa D, Dhiliphan Rajkumar T. "PREDICTING DIABETES AND PROVIDING SUGGESTIONS TO THE PATIENTS USING MACHINE LEARNING TECHNIQUES." Journal of Critical Reviews 7.10 (2020), 2391-2397. Print. doi:10.31838/jcr.07.10.407



APA (American Psychological Association) Style

Deepa D, Dhiliphan Rajkumar T (2020) PREDICTING DIABETES AND PROVIDING SUGGESTIONS TO THE PATIENTS USING MACHINE LEARNING TECHNIQUES. Journal of Critical Reviews, 7 (10), 2391-2397. doi:10.31838/jcr.07.10.407