no code implementations • 25 Sep 2021 • Sveinn Pálsson, Stefano Cerri, Koen van Leemput
In this paper we propose a method for predicting the status of MGMT promoter methylation in high-grade gliomas.
no code implementations • 25 Sep 2021 • Sveinn Pálsson, Stefano Cerri, Hans Skovgaard Poulsen, Thomas Urup, Ian Law, Koen van Leemput
Survival prediction models can potentially be used to guide treatment of glioblastoma patients.
1 code implementation • 10 Oct 2019 • Sveinn Pálsson, Stefano Cerri, Andrea Dittadi, Koen van Leemput
In this paper we propose a semi-supervised variational autoencoder for classification of overall survival groups from tumor segmentation masks.