Spatial process decomposition for quantitative imaging biomarkers using multiple images of varying shapes
Spatial process decomposition for quantitative imaging biomarkers using multiple images of varying shapes
Quantitative imaging biomarkers (QIB) are extracted from medical images in radiomics for a variety of purposes including noninvasive disease detection, cancer monitoring, and precision medicine. The existing methods for QIB extraction tend to be ad hoc and not reproducible. In this article, a general and flexible statistical approach is proposed …