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OncoRay – National Center for Radiation Research in Oncology's Projects

cnn-hnscc icon cnn-hnscc

Deep learning based outcome modelling from CT scans of HNSCC patients

cnn-petra icon cnn-petra

3D convolutional neural networks for outcome prediction in glioblastoma using methionine PET and T1w MRI

microquant icon microquant

Workflow for the quantification of tumor microenvironment images based on IF and HE tissue section

mirp icon mirp

Medical Image Radiomics Processor

multitask-hnscc icon multitask-hnscc

Multitask learning with convolutional neural networks and vision transformers for outcome prediction of head and neck cancer patients

powdrc icon powdrc

Power calculation for comparing logistic dose-response curves

radiogenomics icon radiogenomics

Repository hosting anonimised datasets and model objects for the paper "Integrated radiogenomics analyses allow for subtype classification and improved outcome prognosis of patients with locally advanced HNSCC""

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