3 papers
eess.IV2022
Generalised Automatic Anatomy Finder (GAAF): A general framework for 3D location-finding in CT scans
Edward G. A. Henderson, Eliana M. Vasquez Osorio, Marcel van Herk +1
We present GAAF, a Generalised Automatic Anatomy Finder, for the identification of generic anatomical locations in 3D CT scans. GAAF is an end-to-end pipeline, with dedicated modul…
eess.IV2022
COBRA: Cpu-Only aBdominal oRgan segmentAtion
Edward G. A. Henderson, Dónal M. McSweeney, Andrew F. Green
Abdominal organ segmentation is a difficult and time-consuming task. To reduce the burden on clinical experts, fully-automated methods are highly desirable. Current approaches are…
cs.CV2022
Automatic identification of segmentation errors for radiotherapy using geometric learning
Edward G. A. Henderson, Andrew F. Green, Marcel van Herk +1
Automatic segmentation of organs-at-risk (OARs) in CT scans using convolutional neural networks (CNNs) is being introduced into the radiotherapy workflow. However, these segmentati…