Optimizing knee osteoarthritis severity prediction on MRI images using deep stacking ensemble technique

Abstract Knee osteoarthritis (KOA) represents a well-documented degenerative arthropathy prevalent among the elderly population. KOA is a persistent condition, also referred to as progressive joint Disease, stemming from the continual deterioration of cartilage. Predominantly afflicting individuals...

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Bibliographic Details
Main Authors:	Punita Panwar, Sandeep Chaurasia, Jayesh Gangrade, Ashwani Bilandi, Dayananda Pruthviraja
Format:	Article
Language:	English
Published:	Nature Portfolio 2024-11-01
Series:	Scientific Reports
Subjects:	Knee osteoarthritis Magnetic resonance imaging (MRI) Deep learning algorithms Convolutional neural network Deep Stack Ensemble
Online Access:	https://doi.org/10.1038/s41598-024-78203-x
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Optimizing knee osteoarthritis severity prediction on MRI images using deep stacking ensemble technique

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