Collinearity and Dimensionality Reduction in Radiomics: Effect of Preprocessing Parameters in Hypertrophic Cardiomyopathy Magnetic Resonance T1 and T2 Mapping

Chiara Marzi,Daniela Marfisi,Andrea Barucci,Jacopo Del Meglio,Alessio Lilli,Claudio Vignali,Mario Mascalchi,Giancarlo Casolo,Stefano Diciotti,Antonio Claudio Traino,Carlo Tessa,Marco Giannelli

BIOENGINEERING-BASEL（2023）

Cited 6|Views50

Key words

radiomics,cardiac magnetic resonance imaging,T1 and T2 mapping,collinearity,dimensionality reduction,spatial resampling,discretization bin width,filtering,hyperthophic cardiomyopathy

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