Area of research
Radiology, Nuclear Medicine and Imaging · Ophthalmology
Research interest
Research interests include Retinal Diseases and Treatments, Retinal and Macular Surgery, Radiomics and Machine Learning in Medical Imaging, and AI in cancer detection.
In vivo variability of MRI radiomics features in prostate lesions assessed by a test-retest study with repositioning
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging
Enhancing deep learning methods for brain metastasis detection through cross-technique annotations on SPACE MRI
Abstract: Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting
AI-Based screening for thoracic aortic aneurysms in routine breast MRI
Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
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
Addressing image misalignments in multi-parametric prostate MRI for enhanced computer-aided diagnosis of prostate cancer
Anatomy-Informed Data Augmentation for Enhanced Prostate Cancer Detection
Near cut-off wavelength operation of resonant waveguide grating biosensors