Ischemic heart disease detection using selected machine learning methods

DOI10.1080/00207160.2012.742189zbMath1310.92031OpenAlexW2145968448MaRDI QIDQ2855789

Marcin Ciecholewski

Publication date: 22 October 2013

Published in: International Journal of Computer Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00207160.2012.742189

zbMATH Keywords

statistical classificationoptimization theorymedical image analysiscardiac SPECT imagingOsuna-Platt algorithm

Mathematics Subject Classification ID

Biomedical imaging and signal processing (92C55) Medical applications (general) (92C50)

Uses Software

• UCI-ml
• C4.5

Cites Work

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• Principal component analysis.
• Functional support vector machines and generalized linear models for glacier geomorphology analysis
• Computational mechanics of the heart.

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