Radiomics robustness assessment and classification evaluation: A two-stage method demonstrated on multivendor FFDM.

Abstract excerpt

PURPOSE: Radiomic texture analysis is typically performed on images acquired under specific, homogeneous imaging conditions. These controlled conditions may not be representative of the range of imaging conditions implemented clinically. We aim to develop a two-stage method of radiomic texture analysis that incorporates the reproducibility of individual texture features across imaging conditions to guide the...

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