Article

Information-Guided Parameter Optimisation for MR Elastography Radiomics

2026-03-20

Abstract excerpt

Mechanical properties of biological tissues vary across spatial scales, yet radiomics typically relies on fixed, heuristic choices for neighbourhood size, kernel geometry, and spectral content - choices that can silently reshape the feature space before any modelling begins. We introduce a label-free, information-theoretic framework for selecting extraction parameters in multi-frequency MRE radiomics. For each con...

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Literature Corpus work: 0e952b60-9d32-5721-9d8d-c8f729871449
DOI: 10.64898/2026.03.17.26348578

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