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Our publications on statistical models of lymphatic progression for estimating the probability of occult metastases in lymph node levels. These models can be trained using data like the one we present here.
Roman Ludwig, Bertrand Pouymayou, Panagiotis Balermpas, Jan Unkelbach;
A hidden Markov model for lymphatic
tumor progression in the head and neck,
Sci Rep 11, 12261 (2021)
10.1038/s41598-021-91544-1
Bertrand Pouymayou, Panagiotis Balermpas, Oliver Riesterer, Matthias
Guckenberger, Jan Unkelbach;
A Bayesian network model of lymphatic
tumor progression for personalized elective CTV definition in head and
neck cancers,
Phys. Med. Biol. 64, 165003 (2019)
https://doi.org/10.1088/1361-6560/ab2a18
lymph.
The documentation is provided on readthedocs.