Early Stratification of Gestational Diabetes Mellitus (GDM) by building and evaluating machine learning models

Early Stratification of Gestational Diabetes Mellitus (GDM) by building and evaluating machine learning models

Gestational diabetes Mellitus (GDM), a condition involving abnormal levels of glucose in the blood plasma has seen a rapid surge amongst the gestating mothers belonging to different regions and ethnicities around the world. Cur- rent method of screening and diagnosing GDM is restricted to Oral Gluco...

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Bibliographic Details
Main Author: Sharma, Vibhor
Format: Others
Language:English
Published: KTH, Skolan för elektroteknik och datavetenskap (EECS) 2020
Subjects:
GDM
machine learning algorithms
binary classification
treebased models
XGBoost
performance metrics
Computer and Information Sciences
Data- och informationsvetenskap
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-281398

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-281398

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