Principal Components Analysis of Whole Trial Onset Aligned DCE-MRI Gadolinium Uptake Curves Produces Metrics That Correlate with Conventional PK Parameter Estimates

Keywords

able acknowledge acquisitions additional aligned aligning allows analogous appear applied appropriate assess assessed assigned association avoid benefit bias biomedical blue bottom cancer code cohort cohorts combination combinations components computationally conducted consistent contrast correlate correlated correlation correlations curve curves dataset datasets derived developed dynamic england enhanced entity established ethics evaluate expensive extended fitted fitting funding gadolinium grant green head health histology identify inspecting institute intensity intervals kingdom leach lesions local made magnitude martin metrics might model models nearest neck need onset parker patient patients pelvic phys pixel population previous principal produces protocols random received repeated require retain robust robustness sample score scores selected selection shapes subset subsets support temporal trial twice uptake user varying visit volume volumes whole