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Antonio Pepe · SciRah

Researcher profile · Semantic Scholar

Antonio Pepe

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Antonio Pepe — researcher profile on SciRah

h-index: 21
Works: 65
Citations: 1,612

Most-cited papers

Medical deep learning - A systematic meta-review
J. Egger, C. Gsaxner, Antonio Pepe, K. Pomykala +4 more
2020Comput. Methods Programs Biomed.136 citations Open access
Semantic Scholar
The HoloLens in Medicine: A systematic Review and Taxonomy
C. Gsaxner, Jian-Ning Li, Antonio Pepe, Yuan Jin +3 more
2022Medical Image Anal.123 citations Open access
Semantic Scholar
Medical Deep Learning - A systematic Meta-Review
Jan Egger, C. Gsaxner, Antonio Pepe, Jian-Ning Li
2020arXiv.org120 citations
Semantic Scholar
AVT: Multicenter aortic vessel tree CTA dataset collection with ground truth segmentation masks
Lukas Radl, Yuan Jin, Antonio Pepe, Jian-Ning Li +3 more
2022Data in Brief94 citations Open access
Semantic Scholar
Detection, segmentation, simulation and visualization of aortic dissections: A review
Antonio Pepe, Jian-Ning Li, Malte Rolf-Pissarczyk, Christina Gsaxner +3 more
2020Medical Image Anal.93 citations
Semantic Scholar
MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision
Jian-Ning Li, Zong-Wei Zhou, Jian-Cheng Yang, Antonio Pepe +153 more
2023Biomedizinische Technik. Biomedical engineering88 citations Open access
Semantic Scholar
A Marker-Less Registration Approach for Mixed Reality–Aided Maxillofacial Surgery: a Pilot Evaluation
Antonio Pepe, Gianpaolo Francesco Trotta, Peter Mohr-Ziak, Christina Gsaxner +3 more
2019Journal of digital imaging75 citations Open access
Semantic Scholar
Inside-Out Instrument Tracking for Surgical Navigation in Augmented Reality
C. Gsaxner, Jian-Ning Li, Antonio Pepe, D. Schmalstieg +1 more
2021Virtual Reality Software and Technology74 citations
Semantic Scholar
Automatic skull defect restoration and cranial implant generation for cranioplasty
Jian-Ning Li, G. von Campe, Antonio Pepe, C. Gsaxner +9 more
2021Medical Image Anal.64 citations
Semantic Scholar
Markerless Image-to-Face Registration for Untethered Augmented Reality in Head and Neck Surgery
Christina Gsaxner, Antonio Pepe, Jürgen Wallner, D. Schmalstieg +1 more
2019International Conference on Medical Image Computing and Computer-Assisted Intervention47 citations
Semantic Scholar
Augmented Reality for Head and Neck Carcinoma Imaging: Description and Feasibility of an Instant Calibration, Markerless Approach
Christina Gsaxner, Antonio Pepe, Jian-Ning Li, Una Ibrahimpasic +3 more
2020Comput. Methods Programs Biomed.45 citations
Semantic Scholar
A Baseline Approach for AutoImplant: the MICCAI 2020 Cranial Implant Design Challenge
Jian-Ning Li, Antonio Pepe, Christina Gsaxner, G. V. Campe +1 more
2020ML-CDS/CLIP@MICCAI44 citations Open access
Semantic Scholar
AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design
Jian-Ning Li, Pedro Pimentel, A. Szengel, M. Ehlke +35 more
2021IEEE Transactions on Medical Imaging42 citations Open access
Semantic Scholar
Synthetic skull bone defects for automatic patient-specific craniofacial implant design
Jian-Ning Li, Christina Gsaxner, Antonio Pepe, Ana Morais +4 more
2021Scientific Data38 citations Open access
Semantic Scholar
Deep learning—a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact
Jan Egger, Antonio Pepe, C. Gsaxner, Yuan Jin +2 more
2020PeerJ Computer Science38 citations Open access
Semantic Scholar
SkullBreak / SkullFix – Dataset for automatic cranial implant design and a benchmark for volumetric shape learning tasks
O. Kodym, Jian-Ning Li, Antonio Pepe, Christina Gsaxner +3 more
2021Data in Brief37 citations Open access
Semantic Scholar
Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge
Jian-Ning Li, D. G. Ellis, O. Kodym, L. Rauschenbach +33 more
2023Medical Image Anal.33 citations
Semantic Scholar
An Online Platform for Automatic Skull Defect Restoration and Cranial Implant Design
Jian-Ning Li, Antonio Pepe, Christina Gsaxner, Jan Egger
2020Image-Guided Procedures33 citations Open access
Semantic Scholar
MUG500+: Database of 500 high-resolution healthy human skulls and 29 craniotomy skulls and implants
Jian-Ning Li, Marcell Krall, Florian Trummer, A. R. Memon +9 more
2021Data in Brief27 citations Open access
Semantic Scholar
Studierfenster: an Open Science Cloud-Based Medical Imaging Analysis Platform
Jan Egger, Daniel Wild, Maximilian Weber, Christopher A. Ramirez Bedoya +9 more
2022Journal of digital imaging25 citations Open access
Semantic Scholar
Deep Learning-Based 3D Segmentation of True Lumen, False Lumen, and False Lumen Thrombosis in Type-B Aortic Dissection
Liana D. Wobben, M. Codari, G. Mistelbauer, Antonio Pepe +9 more
2021Annual International Conference of the IEEE Engineering in Medicine and Biology Society23 citations Open access
Semantic Scholar
AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo
Yuan Jin, Antonio Pepe, Jian-Ning Li, C. Gsaxner +5 more
2021arXiv.org20 citations
Semantic Scholar
Higher-order block-structured hex meshing of tubular structures
Domagoj Bošnjak, Antonio Pepe, R. Schussnig, D. Schmalstieg +1 more
2023Engineering computations17 citations Open access
Semantic Scholar
Sparse convolutional neural network for high-resolution skull shape completion and shape super-resolution
Jian-Ning Li, Christina Gsaxner, Antonio Pepe, Dieter Schmalstieg +2 more
2023Scientific Reports17 citations Open access
Semantic Scholar
Leadless pacemaker through tricuspid bioprosthetic valve: Early experience
G. Morani, B. Bolzan, Antonio Pepe, F. Ribichini
2021Journal of Arrhythmia17 citations Open access
Semantic Scholar
3D surgical instrument collection for computer vision and extended reality
Gijs Luijten, C. Gsaxner, Jian-Ning Li, Antonio Pepe +7 more
2023Scientific Data16 citations Open access
Semantic Scholar
Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model
Jian-Ning Li, D. G. Ellis, Antonio Pepe, C. Gsaxner +3 more
2022Journal of medical systems15 citations Open access
Semantic Scholar
Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo
Yuan Jin, Antonio Pepe, Jian-Ning Li, C. Gsaxner +7 more
2025ACM Computing Surveys14 citations Open access
Semantic Scholar
Type B Aortic Dissection CTA Collection with True and False Lumen Expert Annotations for the Development of AI-based Algorithms
Christian Mayer, Antonio Pepe, Sophie Hossain, Barbara Karner +9 more
2024Scientific Data14 citations Open access
Semantic Scholar
Depth-Awareness in a System for Mixed-Reality Aided Surgical Procedures
M. S. Labini, Christina Gsaxner, Antonio Pepe, Jürgen Wallner +2 more
2019International Conference on Intelligent Computing14 citations
Semantic Scholar
PET-Train: Automatic Ground Truth Generation from PET Acquisitions for Urinary Bladder Segmentation in CT Images using Deep Learning
Christina Gsaxner, Birgit Pfarrkirchner, L. Lindner, Antonio Pepe +3 more
2018Biomedical Engineering International Conference14 citations
Semantic Scholar
Assessment of Phasic Changes of Vascular Size by Automated Edge Tracking-State of the Art and Clinical Perspectives
L. Mesin, S. Albani, Piero Policastro, P. Pasquero +17 more
2022Frontiers in Cardiovascular Medicine12 citations Open access
Semantic Scholar
Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations
Antonio Pepe, Jan Egger, M. Codari, M. Willemink +6 more
2021Comput. Biol. Medicine12 citations Open access
Semantic Scholar
Deep Reinforcement Learning for Localization of the Aortic Annulus in Patients with Aortic Dissection
M. Codari, Antonio Pepe, G. Mistelbauer, Domenico Mastrodicasa +3 more
2020TIA@MICCAI12 citations
Semantic Scholar
Pattern Recognition and Mixed Reality for Computer-Aided Maxillofacial Surgery and Oncological Assessment
Antonio Pepe, Gianpaolo Francesco Trotta, Christina Gsaxner, Jürgen Wallner +3 more
2018Biomedical Engineering International Conference12 citations
Semantic Scholar
Efficient MedSAMs: Segment Anything in Medical Images on Laptop
Jun Ma, Feifei Li, Sumin Kim, Reza Asakereh +78 more
2024arXiv.org10 citations
Semantic Scholar
Anatomy Completor: A Multi-class Completion Framework for 3D Anatomy Reconstruction
Jian-Ning Li, Antonio Pepe, Gijs Luijten, Christina Schwarz-Gsaxner +2 more
2023ShapeMI@MICCAI9 citations Open access
Semantic Scholar
Sparse Convolutional Neural Networks for Medical Image Analysis
Jian-Ning Li, C. Gsaxner, Antonio Pepe, D. Schmalstieg +2 more
20228 citations Open access
Semantic Scholar
Stochastic Modeling of Inhomogeneities in the Aortic Wall and Uncertainty Quantification using a Bayesian Encoder-Decoder Surrogate
Sascha Ranftl, Malte Rolf-Pissarczyk, Gloria Wolkerstorfer, Antonio Pepe +3 more
2022Computer Methods in Applied Mechanics and Engineering8 citations Open access
Semantic Scholar
IRIS: interactive real-time feedback image segmentation with deep learning
Antonio Pepe, R. Schussnig, Jian-Ning Li, Christina Gsaxner +3 more
2020Biomedical Applications in Molecular, Structural, and Functional Imaging8 citations
Semantic Scholar
A semi‐automatic method for block‐structured hexahedral meshing of aortic dissections
Domagoj Bošnjak, Antonio Pepe, R. Schussnig, J. Egger +1 more
2024International Journal for Numerical Methods in Biomedical Engineering7 citations Open access
Semantic Scholar
Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation
Jian-Ning Li, Antonio Pepe, C. Gsaxner, Yuan Jin +1 more
2021AutoImplant@MICCAI7 citations Open access
Semantic Scholar
Design and Development of a Web-based Tool for Inpainting of Dissected Aortae in Angiography Images
Alexander Prutsch, Antonio Pepe, Jan Egger
2020arXiv.org7 citations
Semantic Scholar
Time required to start multicentre clinical trials within the Italian Medicine Agency programme of support for independent research
G. De Feo, Luciano Frontini, S. Rota, Antonio Pepe +5 more
2015Journal of Medical Ethics7 citations
Semantic Scholar
A Computer Vision Method for the Italian Finger Spelling Recognition
V. Bevilacqua, L. Biasi, Antonio Pepe, G. Mastronardi +1 more
2015International Conference on Intelligent Computing6 citations
Semantic Scholar
Geometric modeling of aortic dissections through convolution surfaces
Luana Petrelli, Antonio Pepe, Antonella Disanto, C. Gsaxner +6 more
2022Medical Imaging5 citations
Semantic Scholar
Deep learning and particle filter-based aortic dissection vessel tree segmentation
Yuan Jin, Antonio Pepe, Jian-Ning Li, Christina Gsaxner +1 more
2021Biomedical Applications in Molecular, Structural, and Functional Imaging5 citations
Semantic Scholar
Single-Shot Deep Volumetric Regression for Mobile Medical Augmented Reality
F. Karner, Christina Gsaxner, Antonio Pepe, Jian-Ning Li +4 more
2020ML-CDS/CLIP@MICCAI5 citations
Semantic Scholar
A cloud-based centerline algorithm for Studierfenster
Christina Dionysio, Daniel Wild, Antonio Pepe, Christina Gsaxner +3 more
2021Medical Imaging4 citations
Semantic Scholar
Semi-supervised Virtual Regression of Aortic Dissections Using 3D Generative Inpainting
Antonio Pepe, G. Mistelbauer, Christina Gsaxner, Jian-Ning Li +3 more
2020TIA@MICCAI4 citations
Semantic Scholar

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