Mediastinal lymph nodes segmentation using 3D convolutional neural network ensembles and anatomical priors guiding

1 code implementation • 11 Feb 2021 • David Bouget, André Pedersen, Johanna Vanel, Haakon O. Leira, Thomas Langø

For the 1178 lymph nodes with a short-axis diameter $\geq10$ mm, our best performing approach reached a patient-wise recall of 92%, a false positive per patient ratio of 5, and a segmentation overlap of 80. 5%.

Segmentation