Area of research
Cardiology and Cardiovascular Medicine · Surgery
Research interest
Research interests include Cardiac Valve Diseases and Treatments, Generative Adversarial Networks and Image Synthesis, Cardiac and Coronary Surgery Techniques, and Cardiovascular Function and Risk Factors.
State of the Art of Artificial Intelligence in Clinical Electrophysiology in 2025: A Scientific Statement of the European Heart Rhythm Association (EHRA) of the ESC, the Heart Rhythm Society (HRS), and the ESC Working Group on E-Cardiology
Real world federated learning with a knowledge distilled transformer for cardiac CT imaging
Unconditional latent diffusion models memorize patient imaging data
Multi-modal dataset creation for federated learning with DICOM-structured reports
AI-based CT assessment of 3117 vertebrae reveals significant sex-specific vertebral height differences
Perfect Match: Radiomics and Artificial Intelligence in Cardiac Imaging
Automatic structuring of radiology reports with on-premise open-source large language models
Simulation of thoracic endovascular aortic repair in a perfused patient-specific model of type B aortic dissection
Abstract 4137796: Novel Deep Learning Aligned Strain Techniques in Repaired Tetralogy of Fallot
Denoising diffusion probabilistic models for 3D medical image generation
Why is the Winner the Best?
Why is the winner the best?
Biomedical image analysis competitions: The state of current participation practice
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging
Generating Large Labeled Data Sets for Laparoscopic Image Processing Tasks Using Unpaired Image-to-Image Translation
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features
Computer-based comparison of different methods for selecting mitral annuloplasty ring size
High Performance Computing for Cognition-Guided Cardiac Surgery: Soft Tissue Simulation for Mitral Valve Reconstruction in Knowledge-Based Surgery Assistance
The geometrical effect of different annuloplasty rings on mitral valve annulus
Intraoperative Quantitative Mitral Valve Analysis Using Optical Tracking Technology
Accuracy evaluation of a mitral valve surgery assistance system based on optical tracking
Towards an open-source semantic data infrastructure for integrating clinical and scientific data in cognition-guided surgery
Cognitive tools pipeline for assistance of mitral valve surgery
Endoscopic feature tracking for augmented-reality assisted prosthesis selection in mitral valve repair
Statistische 3D-Formmodelle mit verteilter Erscheinungsmodellierung
Toward knowledge-based liver surgery: holistic information processing for surgical decision support
Integration of a biomechanical simulation for mitral valve reconstruction into a knowledge-based surgery assistance system
Comprehensive Pre- & Post-Processing for Numerical Simulations in Cardiac Surgery Assistance
Augmented Reality-Enhanced Endoscopic Images for Annuloplasty Ring Sizing