Antonio Pepe
PhD Student
ICG, Austria
Latest
- A web-based radiomics module for image feature extraction for tumor characterization
- MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
- Stochastic Modeling of Inhomogeneities in the Aortic Wall and Uncertainty Quantification using a Bayesian Encoder-Decoder Surrogate
- Sparse Convolutional Neural Networks for Medical Image Analysis
- AVT: Multicenter aortic vessel tree CTA dataset collection with ground truth segmentation masks
- A web client-based online DICOM browser and NRRD converter for Studierfenster
- A cloud-based centerline algorithm for Studierfenster
- A patch-based-approach for aortic landmarking
- Ai-based aortic vessel tree segmentation for cardiovascular diseases treatment: status quo
- An online platform for automatic skull defect restoration and cranial implant design
- Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations
- Automatic skull defect restoration and cranial implant generation for cranioplasty
- Deep learning and generative adversarial networks in oral and maxillofacial surgery
- Deep learning and particle filter-based aortic dissection vessel tree segmentation
- Deep learning—a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact
- Inside-out instrument tracking for surgical navigation in augmented reality
- Learning to rearrange voxels in binary segmentation masks for smooth manifold triangulation
- MUG500+: Database of 500 high-resolution healthy human skulls and 29 craniotomy skulls and implants
- SkullBreak/SkullFix–Dataset for automatic cranial implant design and a benchmark for volumetric shape learning tasks
- Synthetic skull bone defects for automatic patient-specific craniofacial implant design