Machine Learning and Explainable Artificial Intelligence Using Counterfactual Explanations for Evaluating Posture Parameters

Machine Learning and Explainable Artificial Intelligence Using Counterfactual Explanations for Evaluating Posture Parameters

Postural deficits such as hyperlordosis (hollow back) or hyperkyphosis (hunchback) are relevant health issues. Diagnoses depend on the experience of the examiner and are, therefore, often subjective and prone to errors. Machine learning (ML) methods in combination with explainable artificial intelli...

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Bibliographic Details
Main Authors: Carlo Dindorf, Oliver Ludwig, Steven Simon, Stephan Becker, Michael Fröhlich
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Bioengineering
Subjects:
biomechanics
posture
hyperlordosis
hyperkyphosis
machine learning
artificial intelligence
Online Access:https://www.mdpi.com/2306-5354/10/5/511

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