Area of research
Radiation · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Advanced Radiotherapy Techniques, Radiation Therapy and Dosimetry, Medical Imaging Techniques and Applications, and Advanced X-ray and CT Imaging.
TrackRAD2025 challenge dataset: real‐time tumor tracking for MRI‐guided radiotherapy
Deep learning-based contour propagation in magnetic resonance imaging-guided radiotherapy of lung cancer patients
Tumor Asphericity in FDG PET Is an Independent Prognostic Parameter Improving Risk Stratification in Patients with Head and Neck Squamous Cell Carcinoma
Real-time target localization on 1.5 T magnetic resonance imaging linac orthogonal cine images using transfer learning
Deep learning‐based synthetic‐CT‐free photon dose calculation in MR‐guided radiotherapy: A proof‐of‐concept study
Outcome Prediction in Older Adults With Head and Neck Cancer Undergoing Chemoradiation
Total lesion glycolysis of primary tumor and lymphnodes is a strong predictor for development of distant metastases in oropharyngeal carcinoma patients with independent validation in automatically delineated lesions
Prospective Assessment of MR Guided Single-Fraction Stereotactic Ablative Radiation Therapy for Peripheral Lung Metastases: Dosimetric and Clinical Outcomes
A joint ESTRO and AAPM guideline for development, clinical validation and reporting of artificial intelligence models in radiation therapy
Artificial intelligence for treatment delivery: image-guided radiotherapy
Impact of daily plan adaptation on accumulated doses in ultra-hypofractionated magnetic resonance-guided radiation therapy of prostate cancer
Proton dose calculation with LSTM networks in presence of a magnetic field
Reduction of cone‐beam CT artifacts in a robotic CBCT device using saddle trajectories with integrated infrared tracking
Validation of dual-energy CT-based composition analysis using fresh animal tissues and composition-optimized tissue equivalent samples
Prompt gamma emission prediction using a long short-term memory network
The role of online MR-guided multi-fraction stereotactic ablative radiotherapy in lung tumours
Ion and secondary imaging
Real-time motion management in MRI-guided radiotherapy: Current status and AI-enabled prospects
The role of artificial intelligence in radiotherapy clinical practice
Pulmonary magnetic resonance-guided online adaptive radiotherapy of locally advanced non-small-cell lung cancer: the PUMA trial
Experimental comparison of linear regression and LSTM motion prediction models for MLC‐tracking on an MRI‐linac
A convolutional neural network with self-attention for fully automated metabolic tumor volume delineation of head and neck cancer in $$[^{18}$$F]FDG PET/CT
Simultaneous object detection and segmentation for patient‐specific markerless lung tumor tracking in simulated radiographs with deep learning
Validation of an MR-based multimodal method for molecular composition and proton stopping power ratio determination using <i>ex vivo</i> animal tissues and tissue-mimicking phantoms
Correction : Pulmonary magnetic resonance-guided online adaptive radiotherapy of locally advanced non-small cell lung cancer: the PUMA trial
Offline and online LSTM networks for respiratory motion prediction in MR-guided radiotherapy
Potential of Deep Learning in Quantitative Magnetic Resonance Imaging for Personalized Radiotherapy
18F-Fluorodeoxyglucose Positron Emission Tomography of Head and Neck Cancer: Location and HPV Specific Parameters for Potential Treatment Individualization
Validation of prompt gamma-ray spectroscopy for proton range verification in tissue-mimicking and porcine samples
18F-FET PET radiomics-based survival prediction in glioblastoma patients receiving radio(chemo)therapy