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LMU ART Lab

Sebastian Marschner

MRI-based ventilation and perfusion imaging to predict radiation-induced pneumonitis in lung tumor patients at a 0.35T MR-Linac
Proton dose calculation with LSTM networks in presence of a magnetic field
The role of online MR-guided multi-fraction stereotactic ablative radiotherapy in lung tumours
Deep learning based automatic segmentation of organs-at-risk for 0.35 T MRgRT of lung tumors
18F-Fluorodeoxyglucose Positron Emission Tomography of Head and Neck Cancer: Location and HPV Specific Parameters for Potential Treatment Individualization
Deep learning based time-to-event analysis with PET, CT and joint PET/CT for head and neck cancer prognosis
DeepClassPathway: Molecular pathway aware classification using explainable deep learning
Distant metastasis time to event analysis with CNNs in independent head and neck cancer cohorts
Radiotherapy in oncological emergencies: fast-track treatment planning

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