Antonio Pepe

Latest

3D surgical instrument collection for computer vision and extended reality
3D-COSI ~ 3D Collection of Surgical Instruments
Anatomy Completor: A Multi-class Completion Framework for 3D Anatomy Reconstruction
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge
A web-based radiomics module for image feature extraction for tumor characterization
The HoloLens in medicine: A systematic review and taxonomy
The HoloLens in Medicine: A systematic Review and Taxonomy
Medical Deep Learning – A systematic Meta-Review
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