Area of research
Pulmonary and Respiratory Medicine · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Prostate Cancer Diagnosis and Treatment, Radiomics and Machine Learning in Medical Imaging, MRI in cancer diagnosis, and Prostate Cancer Treatment and Research.
AI-Assisted vs Unassisted Identification of Prostate Cancer in Magnetic Resonance Images
Prostate Cancer Detection in Younger Men: A Comparative Analysis of Systematic and Magnetic Resonance Imaging–targeted Biopsy in the PROBASE Trial
In vivo variability of MRI radiomics features in prostate lesions assessed by a test-retest study with repositioning
Value of Additional Systematic Cores During Magnetic Resonance Imaging–guided Targeted Biopsy in Prostate Cancer Screening for Young Men: Results from the PROBASE Trial
Combined radiomics and liquid biopsy reflect tumor biology towards multimodal non-invasive prostate cancer risk stratification
Evaluating Biparametric Versus Multiparametric Magnetic Resonance Imaging for Diagnosing Clinically Significant Prostate Cancer: An International, Paired, Noninferiority, Confirmatory Observer Study
Prostate cancer risk assessment and avoidance of prostate biopsies using fully automatic deep learning in prostate MRI: comparison to PI-RADS and integration with clinical data in nomograms
Effectiveness of the Medical Chatbot PROSCA to Inform Patients About Prostate Cancer: Results of a Randomized Controlled Trial
Prostate cancer risk assessment and avoidance of prostate biopsies using fully automatic deep learning in prostate MRI: comparison to PI-RADS and integration with clinical data in nomograms.
Dosimetric benefit of online treatment plan adaptation in stereotactic ultrahypofractionated MR-guided radiotherapy for localized prostate cancer
Weakly Supervised MRI Slice-Level Deep Learning Classification of Prostate Cancer Approximates Full Voxel- and Slice-Level Annotation: Effect of Increasing Training Set Size.
Enhancing the diagnostic capacity of [18F]PSMA-1007 PET/MRI in primary prostate cancer staging with artificial intelligence and semi-quantitative DCE: an exploratory study
Abstract: Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection
Abstract: Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection
Contribution of Dynamic Contrast-enhanced and Diffusion MRI to PI-RADS for Detecting Clinically Significant Prostate Cancer.
Multiparametric Magnetic Resonance Imaging in Prostate Cancer Screening at the Age of 45 Years: Results from the First Screening Round of the PROBASE Trial
Application of a validated prostate MRI deep learning system to independent same-vendor multi-institutional data: demonstration of transferability
Targeted magnetic resonance imaging (tMRI) of small changes in the T1 and spatial properties of normal or near normal appearing white and gray matter in disease of the brain using divided subtracted inversion recovery (dSIR) and divided reverse subtracted inversion recovery (drSIR) sequences
Weakly Supervised <scp>MRI</scp> Slice‐Level Deep Learning Classification of Prostate Cancer Approximates Full Voxel‐ and Slice‐Level Annotation: Effect of Increasing Training Set Size
Application of a validated prostate MRI deep learning system to independent same-vendor multi-institutional data: demonstration of transferability.
Same-day repeatability and Between-Sequence reproducibility of Mean ADC in PI-RADS lesions
Addressing image misalignments in multi-parametric prostate MRI for enhanced computer-aided diagnosis of prostate cancer
Assessing the added value of apparent diffusion coefficient, cerebral blood volume, and radiomic magnetic resonance features for differentiation of pseudoprogression versus true tumor progression in patients with glioblastoma
Systematische oder gezielte Fusionsbiopsie der Prostata
Test–retest, inter- and intra-rater reproducibility of size measurements of focal bone marrow lesions in MRI in patients with multiple myeloma
Anatomy-Informed Data Augmentation for Enhanced Prostate Cancer Detection
Anatomy-Informed Data Augmentation for Enhanced Prostate Cancer Detection
Are T2WI PI-RADS sub-scores of transition zone prostate lesions biased by DWI information? A multi-reader, single-center study
Detection Rate of Prostate Cancer in Repeat Biopsy after an Initial Negative Magnetic Resonance Imaging/Ultrasound-Guided Biopsy
Durability of Functional Outcomes After MRI-Guided Transurethral Ultrasound Ablation of the Prostate