Evolutionary machine learning for multi-objective class solutions in medical deformable image registration

DOI10.3390/a12050099zbMath1461.92052OpenAlexW2944597279WikidataQ127900835 ScholiaQ127900835MaRDI QIDQ2004869

Jan-Jakob Sonke, Kleopatra Pirpinia, Marcel van Herk, Peter A. N. Bosman, Tanja Alderliesten

Publication date: 7 October 2020

Published in: Algorithms (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3390/a12050099

zbMATH Keywords

multi-objective optimizationevolutionary algorithmsbreast cancerclass solutionsdeformable image registrationevolutionary machine learning

Mathematics Subject Classification ID

Image analysis in multivariate analysis (62H35) Biomedical imaging and signal processing (92C55) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Uses Software

• Elastix

Cites Work

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• Multi-objective machine learning
• Ill-posed medicine—an introduction to image registration
• The Relationship between Variable Selection and Data Agumentation and a Method for Prediction
• Evolutionary Algorithms for Solving Multi-Objective Problems

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