Osteoporosis Pre-Screening Using Ensemble Machine Learning in Postmenopausal Korean Women

Osteoporosis Pre-Screening Using Ensemble Machine Learning in Postmenopausal Korean Women

As osteoporosis is a degenerative disease related to postmenopausal aging, early diagnosis is vital. This study used data from the Korea National Health and Nutrition Examination Surveys to predict a patient’s risk of osteoporosis using machine learning algorithms. Data from 1431 postmenopausal wome...

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Bibliographic Details
Main Authors: Youngihn Kwon, Juyeon Lee, Joo Hee Park, Yoo Mee Kim, Se Hwa Kim, Young Jun Won, Hyung-Yong Kim
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Healthcare
Subjects:
machine learning
feature selection
osteoporosis
postmenopausal women
pre-screening
risk assessment
Online Access:https://www.mdpi.com/2227-9032/10/6/1107

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