HNTSMRG-24 nnU-Net with 15-fold Cross-Validation Ensemble
Description
Segmentation of Head and Neck cancer in MRI using 15-fold crossvalidation nnU-Net v2
This code has been implemented to perform a 15-fold cross validation ensemble using nnU-Net v2 for Head and Neck cancer segementation in the HNTSMRG-24 challenge: Frank N. Mol, Luuk van der Hoek, Baoqiang Ma, Bharath Chowdhary Nagam, Nanna M. Sijtsema, Lisanne V. van Dijk, Kerstin Bunte, Rifka Vlijm, Peter M.A. van Ooijen. MRI-based Head and Neck Tumor Segmentation Using nnU-Net with 15-fold Cross-Validation Ensemble. BioRxiv (2024) https://doi.org/10.48550/arXiv.2412.06610
Script developed by: Frank N. Mol
Vlijm-Lab (https://github.com/Vlijm-Lab)
Molecular Biophysics
Zernike Institute of Advanced Materials
University of Groningen
Files
FrankNicoMol/HNTSMRG24_RUG_UMCG-hntsmrg.zip
Files
(15.2 kB)
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Additional details
Related works
- Is supplement to
- Software: https://github.com/FrankNicoMol/HNTSMRG24_RUG_UMCG/tree/hntsmrg (URL)