Journal of Womens Health, Issues and CareISSN: 2325-9795

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Prema NS Author

prema.gowda@gmail.com

Subjects of specialization
Health maintenance during pregnancy, Adolescent gynecology, Gynecology

Affiliation
Department of Information Science and Engineering, Vidyavardhaka College of Engineering, Mysuru, India

Biography

Dr. Prema NS is currently working in Department of Obstetrics & Gynecology, Sousse University, Sousse, Tunisia. Research interest - Health maintenance during pregnancy, Adolescent gynecology, Gynecology. She has a good track record in managing and developing local teams and competences as well as in growing a profitable business.

Publications

Research Article Open Access

Analysis of Risk Factors of Gestational Diabetes Mellitus (GDM) Using Data Mining

Author(s):

Prema NS* and Pushpalatha MP

Diabetes is the common chronic disease and a major health challenge in all population. Gestational diabetes mellitus (GDM) is a type of diabetes developed in women at the time of pregnancy. We present a Data mining (DM) approach to identify the risk factors of Gestational diabetes mellitus (GDM) using different data mining techniques. Dataset used for analysis contains the details of the pregnant women admitted the local hospital of Mysuru, India. The data mining techniques used are k-means clustering, J48 Decision Tree, Random-Forest and Naive-Bayes classifier. Classification accuracy is enhanced by using feature subset selection wrapper approach. Data imbalanced problem is handled by using Synthetic Minority Over-sampling Technique (SMOTE). The performances of the algorithms have been... view more»

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