Area of research
Radiation · Radiology, Nuclear Medicine and Imaging
Research interest
Research focused on Radiation therapy and Medical physics, with related work in Workflow, Tracking (education), Quality assurance. Notable publications include 'Medical physics challenges in clinical MR-guided radiotherapy', 'MRI-guidance for motion management in external beam radiotherapy: current status and future challenges', and 'Motion prediction in MRI-guided radiotherapy based on interleaved orthogonal cine-MRI'.
TrackRAD2025 challenge dataset: real‐time tumor tracking for MRI‐guided radiotherapy
Real-time target localization on 1.5 T magnetic resonance imaging linac orthogonal cine images using transfer learning
Reduction of cone‐beam CT artifacts in a robotic CBCT device using saddle trajectories with integrated infrared tracking
Real-time motion management in MRI-guided radiotherapy: Current status and AI-enabled prospects
Experimental comparison of linear regression and LSTM motion prediction models for MLC‐tracking on an MRI‐linac
Simultaneous object detection and segmentation for patient‐specific markerless lung tumor tracking in simulated radiographs with deep learning
On the robustness of multilateration of ionoacoustic signals for localization of the Bragg peak at pre-clinical proton beam energies in water
Offline and online LSTM networks for respiratory motion prediction in MR-guided radiotherapy
18F-FET PET radiomics-based survival prediction in glioblastoma patients receiving radio(chemo)therapy
DeepClassPathway: Molecular pathway aware classification using explainable deep learning
Risk Stratification Using 18F-FDG PET/CT and Artificial Neural Networks in Head and Neck Cancer Patients Undergoing Radiotherapy
Medical physics challenges in clinical MR-guided radiotherapy
Patient-specific CT calibration based on ion radiography for different detector configurations in <sup>1</sup>H, <sup>4</sup>He and <sup>12</sup>C ion pencil beam scanning
Dosimetric impact of geometric distortions in an MRI-only proton therapy workflow for lung, liver and pancreas
Accuracy of low‐dose proton <scp>CT</scp> image registration for pretreatment alignment verification in reference to planning proton <scp>CT</scp>
Theoretical tumor edge detection technique using multiple Bragg peak decomposition in carbon ion therapy
MRI-guidance for motion management in external beam radiotherapy: current status and future challenges
Feasibility study on 3D image reconstruction from 2D orthogonal cine‐<scp>MRI</scp> for <scp>MRI</scp>‐guided radiotherapy
Motion prediction in MRI-guided radiotherapy based on interleaved orthogonal cine-MRI
Surrogate-driven deformable motion model for organ motion tracking in particle radiation therapy
Contrast-Enhanced Proton Radiography for Patient Set-up by Using X-Ray CT Prior Knowledge
Tumor Tracking Method Based on a Deformable 4D CT Breathing Motion Model Driven by an External Surface Surrogate
Advances in 4D Treatment Planning for Scanned Particle Beam Therapy — Report of Dedicated Workshops
Contrast Enhanced Proton Radiography for In-room Soft Tissue-based Setup
TH-E-BRA-05: Improving the Contrast of Proton and Carbon Radiography by Using CT Prior Knowledge