Towards Tumour Graph Learning for Survival Prediction in Head & Neck Cancer Patients

no code implementations • 17 Apr 2023 • Angel Victor Juanco Muller, Joao F. C. Mota, Keith A. Goatman, Corne Hoogendoorn

First, the scans with arbitrary FoV are cropped to the head and neck region and a u-shaped convolutional neural network (CNN) is trained to segment the region of interest.

Decision Making Graph Learning +3

The Topology-Overlap Trade-Off in Retinal Arteriole-Venule Segmentation

no code implementations • 31 Mar 2023 • Angel Victor Juanco Muller, Joao F. C. Mota, Keith A. Goatman, Corne Hoogendoorn

However, we show that by including an orientation score guided convolutional module, based on the anisotropic single sided cake wavelet, we reduce such misclassification and further increase the topology correctness of the results.