@ IKIM
University Medicine Essen — Institute for Artificial Intelligence in Medicine

Christina Gsaxner

Publications

2025

Performing the HINTS-exam using a mixed-reality head-mounted display in patients with acute vestibular syndrome: a feasibility study Nadia Sadok, Gijs Luijten, Fin Hendrik Bahnsen, Christina Gsaxner, Lorenz Peters, Theda Eichler, Theresa Rombach, Stephan Lang, Sameh Khattab, Jens Kleesiek, Dagny Holle, Moritz Meyer, Jan Egger Frontiers in Neurology Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo Yuan Jin, Antonio Pepe, Jianning Li, Christina Gsaxner, Yuxuan Chen, Behrus Puladi, Fen-hua Zhao, Kelsey L. Pomykala, Jens Kleesiek, Alejandro F. Frangi, Jan Egger ACM Comput. Surv. MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision Jianning Li, Antonio Pepe, Christina Gsaxner, Gijs Luijten, Yuan Jin, Narmada Ambigapathy, Enrico Nasca, Naida Solak, Gian Marco Melito, Afaque Rafique Memon, Xiaojun Chen, Jan Stefan Kirschke, Ezequiel de la Rosa, Patrick Ferdinand Christ, Hongwei Bran Li, David G. Ellis, Michele R. Aizenberg, Sergios Gatidis, Thomas Kuestner, Nadya Shusharina, Nicholas Heller, Vincent Andrearczyk, Adrien Depeursinge, Mathieu Hatt, Anjany Sekuboyina, Maximilian Loeffler, Hans Liebl, Reuben Dorent, Tom Vercauteren, Jonathan Shapey, Aaron Kujawa, Stefan Cornelissen, Patrick Langenhuizen, Achraf Ben-Hamadou, Ahmed Rekik, Sergi Pujades, Edmond Boyer, Federico Bolelli, Costantino Grana, Luca Lumetti, Hamidreza Salehi, Jun Ma, Yao Zhang, Ramtin Gharleghi, Susann Beier, Eduardo A. Garza-Villarreal, Thania Balducci, Diego Angeles-Valdez, Roberto Souza, Leticia Rittner, Richard Frayne, Yuanfeng Ji, Soumick Chatterjee, Andreas Nuernberger, Joao Pedrosa, Carlos Ferreira, Guilherme Aresta, Antonio Cunha, Aurelio Campilho, Yannick Suter, Jose Garcia, Alain Lalande, Emmanuel Audenaert, Claudia Krebs, Timo Van Leeuwen, Evie Vereecke, Rainer Roehrig, Frank Hoelzle, Vahid Badeli, Kathrin Krieger, Matthias Gunzer, Jianxu Chen, Amin Dada, Miriam Balzer, Jana Fragemann, Frederic Jonske, Moritz Rempe, Stanislav Malorodov, Fin Hendrik Bahnsen, Constantin Seibold, Alexander Jaus, Ana Sofia Ferreira Santos, Mariana Lindo, André Ferreira, Victor Alves, Michael Kamp, Amr Abourayya, Felix Nensa, Fabian Hoerst, Alexander Brehmer, Lukas Heine, Lars E. Podleska, Matthias A. Fink, Julius Keyl, Konstantinos Tserpes, Moon-Sung Kim, Shireen Elhabian, Hans Lamecker, Dzenan Zukic, Beatriz Paniagua, Christian Wachinger, Martin Urschler, Luc Duong, Jakob Wasserthal, Peter F. Hoyer, Oliver Basu, Thomas Maal, Max J. H. Witjes, Ping Luo, Björn Menze, Mauricio Reyes, Christos Davatzikos, Behrus Puladi, Jens Kleesiek, Jan Egger, Zongwei Zhou, Jiancheng Yang, Chongyu Qu, Tiezheng Zhang, Xiaoxi Chen, Wenxuan Li, Marek Wodzinski, Paul Friedrich, Kangxian Xie, Viet Duc Vu, Christopher Schlachta, Sandrine De Ribaupierre, Rajnikant Patel, Roy Eagleson, Heinrich Mächler, Thomas Küstner, Arcot Sowmya, Vincenzo Ferrari, Florian Dubost, Stefanie Schreiber, Hendrik Mattern, Oliver Speck, Daniel Haehn, Christoph John, Vicky Vandenbossche, Aline Van Oevelen, Kate Duquesne, Hamza Mekhzoum, Jef Vandemeulebroucke, Hauke Heidemeyer, Rainer Röhrig, Frank Hölzle, Timo van Meegdenburg, Zdravko Marinov, Paul F. Jäger, Rainer Stiefelhagen, Fabian Hörst, Yannik Hanusrichter, Martin Weßling, Marcel Dudda, Gregor Schiele, Ti-chiun Chang, Seyed-Ahmad Ahmadi, Thomas M. Deserno, Pascal Fua, Alan L. Yuille Biomedical Engineering / Biomedizinische Technik

2024

Deep Learning-based Point Cloud Registration for Augmented Reality-guided Surgery Maximilian Weber, Daniel Wild, Jens Kleesiek, Jan Egger, Christina Gsaxner arXiv Advancing Healthcare Through Open Science: StudierFenster and MedShapeNet Christina Gsaxner, Gijs Luijten, Jianning Li, Jens Kleesiek, Behrus Puladi, Jan Egger Diminished Reality for Emerging Applications in Medicine through Inpainting Christina Gsaxner, Shohei Mori, Gijs Luijten, Viet Duc Vu, Timo van Meegdenburg, Gabriele A. Krombach, Jens Kleesiek, Eck Ulrich, Nassir Navab, Yan Guo, Xiaojun Chen, Frank Hölzle, Behrus Puladi, Jan Egger Response to the comment on “The impact and opportunities of large language models like ChatGPT in oral and maxillofacial surgery: a narrative review” Behrus Puladi, Christina Gsaxner, Jens Kleesiek, Frank Hölzle, Rainer Röhrig, Jan Egger International Journal of Oral and Maxillofacial Surgery What is Diminished Virtuality? A Directional and Layer-Based Taxonomy for the Reality-Virtuality Continuum Jan Egger, Christina Gsaxner, Jens Kleesiek, Behrus Puladi JMIR XR and Spatial Computing

2023

3D surgical instrument collection for computer vision and extended reality Gijs Luijten, Christina Gsaxner, Jianning Li, Antonio Pepe, Narmada Ambigapathy, Moon-Sung Kim, Xiaojun Chen, Jens Kleesiek, Frank Hölzle, Behrus Puladi, Jan Egger Scientific Data 3D-COSI ~ 3D Collection of Surgical Instruments Gijs Luijten, Christina Gsaxner, Jianning Li, Antonio Pepe, Narmada Ambigapathy, Moon-Sung Kim, Xiaojun Chen, Jens Kleesiek, Frank Hölzle, Behrus Puladi, Jan Egger The impact and opportunities of large language models like ChatGPT in oral and maxillofacial surgery: a narrative review Behrus Puladi, Christina Gsaxner, Jens Kleesiek, Frank Hölzle, Rainer Röhrig, Jan Egger International Journal of Oral and Maxillofacial Surgery Apple Vision Pro for Healthcare: \"The Ultimate Display\"? Jan Egger, Christina Gsaxner, Xiaojun Chen, Jiang Bian, Jens Kleesiek, Behrus Puladi arXiv Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge Jianning Li, David G. Ellis, Oldřich Kodym, Laurèl Rauschenbach, Christoph Rieß, Ulrich Sure, Karsten H. Wrede, Carlos M. Alvarez, Marek Wodzinski, Mateusz Daniol, Daria Hemmerling, Hamza Mahdi, Allison Clement, Evan Kim, Zachary Fishman, Cari M. Whyne, James G. Mainprize, Michael R. Hardisty, Shashwat Pathak, Chitimireddy Sindhura, Rama Krishna Sai S. Gorthi, Degala Venkata Kiran, Subrahmanyam Gorthi, Bokai Yang, Ke Fang, Xingyu Li, Artem Kroviakov, Lei Yu, Yuan Jin, Antonio Pepe, Christina Gsaxner, Adam Herout, Victor Alves, Michal Španěl, Michele R. Aizenberg, Jens Kleesiek, Jan Egger Medical Image Analysis A web-based radiomics module for image feature extraction for tumor characterization Theresa Huebner, Aaron Berger, Daniel Wild, Jianning Li, Antonio Pepe, Christina Gsaxner, Yuan Jin, Gijs Luijten, Jens Kleesiek, Jan Egger Medical Imaging 2023: Imaging Informatics for Healthcare, Research, and Applications The HoloLens in medicine: A systematic review and taxonomy Christina Gsaxner, Jianning Li, Antonio Pepe, Yuan Jin, Jens Kleesiek, Dieter Schmalstieg, Jan Egger Medical Image Analysis

2022

The HoloLens in Medicine: A systematic Review and Taxonomy Christina Gsaxner, Jianning Li, Antonio Pepe, Yuan Jin, Jens Kleesiek, Dieter Schmalstieg, Jan Egger arXiv Medical Deep Learning – A systematic Meta-Review Jan Egger, Christina Gsaxner, Antonio Pepe, Kelsey L. Pomykala, Frederic Jonske, Manuel Kurz, Jianning Li, Jens Kleesiek Computer Methods and Programs in Biomedicine Sparse Convolutional Neural Networks for Medical Image Analysis Jianning Li, Christina Gsaxner, Antonio Pepe, Dieter Schmalstieg, Jens Kleesiek, Jan Egger AVT: Multicenter aortic vessel tree CTA dataset collection with ground truth segmentation masks Lukas Radl, Yuan Jin, Antonio Pepe, Jianning Li, Christina Gsaxner, Fen-hua Zhao, Jan Egger Radiomics in Head and Neck Cancer Outcome Predictions Maria Gonçalves, Christina Gsaxner, André Ferreira, Jianning Li, Behrus Puladi, Jens Kleesiek, Jan Egger, Victor Alves Diagnostics

2021

A web client-based online DICOM browser and NRRD converter for Studierfenster Christopher A. Ramirez Bedoya, Daniel Wild, Antonio Pepe, Christina Gsaxner, Jianning Li, Jan Egger Medical Imaging 2021: Imaging Informatics for Healthcare, Research, and Applications A cloud-based centerline algorithm for Studierfenster Christina Dionysio, Daniel Wild, Antonio Pepe, Christina Gsaxner, Jianning Li, Luis Alvarez, Jan Egger Medical Imaging 2021: Imaging Informatics for Healthcare, Research, and Applications Ai-based aortic vessel tree segmentation for cardiovascular diseases treatment: status quo Yuan Jin, Antonio Pepe, Jianning Li, Christina Gsaxner, Fen-hua Zhao, Jens Kleesiek, Alejandro F. Frangi, Jan Egger An online platform for automatic skull defect restoration and cranial implant design Jianning Li, Antonio Pepe, Christina Gsaxner, Jan Egger Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling Augmented reality in oral and maxillofacial surgery Christina Gsaxner, Ulrich Eck, Dieter Schmalstieg, Nassir Navab, Jan Egger Computer-Aided Oral and Maxillofacial Surgery Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations Antonio Pepe, Jan Egger, Marina Codari, Martin J. Willemink, Christina Gsaxner, Jianning Li, Peter M. Roth, Gabriel Mistelbauer, Dieter Schmalstieg, Dominik Fleischmann Automatic skull defect restoration and cranial implant generation for cranioplasty Jianning Li, Gord von Campe, Antonio Pepe, Christina Gsaxner, Enpeng Wang, Xiaojun Chen, Ulrike Zefferer, Martin Tödtling, Marcell Krall, Hannes Deutschmann Deep learning and generative adversarial networks in oral and maxillofacial surgery Antonio Pepe, Gianpaolo Francesco Trotta, Christina Gsaxner, Antonio Brunetti, Giacomo Donato Cascarano, Vitoantonio Bevilacqua, Dinggang Shen, Jan Egger Deep learning and particle filter-based aortic dissection vessel tree segmentation Yuan Jin, Antonio Pepe, Jianning Li, Christina Gsaxner, Jan Egger Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging Deep learning—a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact Jan Egger, Antonio Pepe, Christina Gsaxner, Yuan Jin, Jianning Li, Roman Kern Inside-out instrument tracking for surgical navigation in augmented reality Christina Gsaxner, Jianning Li, Antonio Pepe, Dieter Schmalstieg, Jan Egger Proceedings of the 27th ACM Symposium on Virtual Reality Software and Technology Learning to rearrange voxels in binary segmentation masks for smooth manifold triangulation Jianning Li, Antonio Pepe, Christina Gsaxner, Yuan Jin, Jan Egger Cranial Implant Design Challenge MUG500+: Database of 500 high-resolution healthy human skulls and 29 craniotomy skulls and implants Jianning Li, Marcell Krall, Florian Trummer, Afaque Rafique Memon, Antonio Pepe, Christina Gsaxner, Yuan Jin, Xiaojun Chen, Hannes Deutschmann, Ulrike Zefferer Radiomics in head and neck cancer Maria Gonçalves, Christina Gsaxner, Jan Egger, Victor Alves Computer-Aided Oral and Maxillofacial Surgery SkullBreak/SkullFix–Dataset for automatic cranial implant design and a benchmark for volumetric shape learning tasks Oldřich Kodym, Jianning Li, Antonio Pepe, Christina Gsaxner, Sasank Chilamkurthy, Jan Egger, Michal Španěl Synthetic skull bone defects for automatic patient-specific craniofacial implant design Jianning Li, Christina Gsaxner, Antonio Pepe, Ana Morais, Victor Alves, Gord von Campe, Jürgen Wallner, Jan Egger