Cardio4D in Action
Our previous computational work and publications.
AI-Driven 3D Anatomy Reconstruction for Visualization and Measurements
- Deep-learning segmentation with fast and accurate reconstruction.
- Automated mesh generation of the heart for all cardiac phases.
- Captures complex, hard-to-segment anatomy, e.g. valve leaflets, subvalvular structures.
- Semi-auto or manual measurements for clinical evaluations.
Thoracic Aortic Aneurysm (TAA) Rupture Risk Analysis
- AI-automated 3D anatomy reconstruction for accurate anatomical evaluation.
- Biomechanical simulation to quantify wall stress.
- Rupture risk prediction based on patient-specific biomechanics.
- Growth-rate assessment using CT scans from multiple time points.
- Intuitive risk reporting to support decisions on surgical repair vs continued monitoring.
Transcatheter Heart Valve Replacement & Repair (TMVR / TEER / TAVR / TTVR)
- Transcatheter Aortic Valve Replacement (TAVR) and Transcatheter Mitral Valve Repair and Replacement (TMVR).
- Semi-auto and manual critical measurement parameters.
- Virtual implantation to assess procedure feasibility.
- Biomechanical simulation to analyze device efficacy.
- Patient-specific outcome prediction to evaluate device suitability and identify potential risks (leakage, LVOT obstruction, etc).