Area of research
Radiology, Nuclear Medicine and Imaging · Biomedical Engineering
Research interest
Research interests include Radiomics and Machine Learning in Medical Imaging, Medical Imaging Techniques and Applications, Advanced X-ray and CT Imaging, and Prostate Cancer Diagnosis and Treatment.
Noninvasive Autopsy-Validated Tumor Probability Maps Identify Glioma Invasion Beyond Contrast Enhancement
Multi‐Site Concordance of Diffusion‐Weighted Imaging Quantification for Assessing Prostate Cancer Aggressiveness
Radio-pathomic mapping model generated using annotations from five pathologists reliably distinguishes high-grade prostate cancer
Upper ankle joint space detection on low contrast intraoperative fluoroscopic C-arm projections
Articular surface segmentation using active shape models for intraoperative implant assessment
Intra-operative adjustment of standard planes in C-arm CT image data
Intra-operative assessment of fractured articular surfaces in cone beam CT image data
Intraoperative detection and localization of cylindrical implants in cone-beam CT image data
Automatic standard plane adjustment on mobile C-Arm CT images of the calcaneus using atlas-based feature registration
Surgical screw segmentation for mobile C-arm CT devices
Atlasbasierte Feature-Registrierung zur automatischen Einstellung der Standardebenen bei mobilen C-Bogen CT-Daten
Detektion chirurgischer Schrauben in 3D C-Bogen Daten