Spatial process decomposition for quantitative imaging biomarkers using multiple images of varying shapes.
Sign Up to like & getrecommendations! Published in 2020 at "Statistics in medicine"
DOI: 10.1002/sim.8838
Abstract: 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… read more here.
Keywords: medicine; imaging biomarkers; spatial process; quantitative imaging ... See more keywords
Data-driven process decomposition and robust online distributed modelling for large-scale processes
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Systems Science"
DOI: 10.1080/00207721.2017.1406551
Abstract: ABSTRACT With the increasing attention of networked control, system decomposition and distributed models show significant importance in the implementation of model-based control strategy. In this paper, a data-driven system decomposition and online distributed subsystem modelling… read more here.
Keywords: large scale; data driven; process decomposition; decomposition ... See more keywords