A decision support system for osteoporosis risk prediction using machine learning and explainable artificial intelligence

A decision support system for osteoporosis risk prediction using machine learning and explainable artificial intelligence

Osteoporosis is a metabolic bone condition that occurs when bone mineral density and mass decrease. This makes the bones weak and brittle. The disorder is often undiagnosed and untreated due to its asymptomatic nature until the manifestation of a fracture. Machine Learning (ML) is extensively used i...

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Bibliographic Details
Main Authors: Varada Vivek Khanna, Krishnaraj Chadaga, Niranjana Sampathila, Rajagopala Chadaga, Srikanth Prabhu, Swathi K S, Aditya S. Jagdale, Devadas Bhat
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Heliyon
Subjects:
Ensemble-learning
Explainable machine learning
Feature selection techniques
Machine learning
Osteoporosis
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023096640

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http://www.sciencedirect.com/science/article/pii/S2405844023096640

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