enFaced 2.0 - Instant AR Tool for Maxillofacial Surgery
Disciplines
Clinical Medicine (90%); Environmental Engineering, Applied Geosciences (10%)
Keywords
- Maxillofacial Surgery,
- Bone Defect Reconstruction,
- Navigation,
- Augmented and Virtual Reality
The facial skull is anatomically very complex, due to multiple important anatomical structures and cavities located in an area with very limited space. This makes maxillofacial surgery highly challenging. Computer-aided methods aim on making such surgical interventions more precise and safer, for example, by using patient-specific virtual planning, or intra-operative surgical navigation. However, mapping between computer-generated information, displayed on 2D monitors, and the real anatomical situation within the patient is still mentally very challenging for the surgeon. In this context, augmented reality (AR) can aid by merging 3D virtual medical data directly with the patient in the physical space, for example, through 3D smart glasses, smartphones or tablets. In this interdisciplinary project between computer science and medicine, we develop and investigate an AR tool for surgical visualization and navigation in maxillofacial surgery, to make trauma surgeries more precise, safer, and faster, while keeping the mental demand for the surgeon low. The project builds upon the predecessor project enFaced from 2018, during which the need for such an AR tool has been identified. Now, we will further develop our first prototypes and bring them to most recent hardware, such as the AR smart glass HoloLens 2. In a close collaboration with surgeons who perform maxillofacial trauma surgery on a daily basis, the advantages and disadvantages of our AR tool will be evaluated in detail, and its usability in a real clinical setting will be scientifically assessed. This interdisciplinary research project will be carried out by the Graz University of Technology in cooperation with the Medical University of Graz.
The facial skull is anatomically very complex, due to multiple important anatomical structures and cavities located in an area with very limited space. This makes maxillofacial surgery highly challenging. Computer-aided methods aim on making such surgical interventions more precise and safer, for example, by using patient-specific virtual planning, or intra-operative surgical navigation. However, mapping between computer-generated information, displayed on 2D monitors, and the real anatomical situation within the patient is still mentally very challenging for the surgeon. In this context, augmented reality (AR) can aid by merging 3D virtual medical data directly with the patient in the physical space, for example, through 3D smart glasses, smartphones or tablets. In this interdisciplinary project between computer science and medicine, we developed and investigated an AR tool for surgical visualization and navigation in maxillofacial surgery, to make trauma surgeries more precise, safer, and faster, while keeping the mental demand for the surgeon low. The project build upon the predecessor project enFaced from 2018, during which the need for such an AR tool has been identified. In this project, we developed our first prototypes from enfaced further and brought them to most recent hardware, such as the AR smart glass HoloLens 2. In a close collaboration with surgeons who perform maxillofacial trauma surgery on a daily basis, the advantages and disadvantages of our AR tool had been evaluated in detail, and its usability in a real clinical setting had been scientifically assessed. This interdisciplinary research project was carried out by the Graz University of Technology in cooperation with the Medical University of Graz.
- Jürgen Wallner, Medizinische Universität Graz , associated research partner
- Xiaojun Chen, Shanghai Jiao Tong University - China
- Nassir Navab, TU München - Germany
Research Output
- 366 Citations
- 33 Publications
- 3 Datasets & models
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2023
Title Open-source skull reconstruction with MONAI DOI 10.18154/rwth-conv-252675 Type Other Author Li J Link Publication -
2023
Title Open-source skull reconstruction with MONAI DOI 10.1016/j.softx.2023.101432 Type Journal Article Author Li J Journal SoftwareX -
2023
Title Towards Clinical Translation of Augmented Reality: A Framework for Surgical Navigation in Head and Neck Procedures Type PhD Thesis Author Christina Schwarz-Gsaxner -
2024
Title Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images DOI 10.1016/j.cmpb.2024.108215 Type Journal Article Author Raufeisen J Journal Computer Methods and Programs in Biomedicine Pages 108215 Link Publication -
2024
Title Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model DOI 10.1007/s10916-024-02066-y Type Journal Article Author Li J Journal Journal of Medical Systems Pages 55 Link Publication -
2024
Title Augmented Reality-Guided Extraction of Fully Impacted Lower Third Molars Based on Maxillofacial CBCT Scans DOI 10.3390/bioengineering11060625 Type Journal Article Author Rieder M Journal Bioengineering Pages 625 Link Publication -
2024
Title Type B Aortic Dissection CTA Collection with True and False Lumen Expert Annotations for the Development of AI-based Algorithms DOI 10.1038/s41597-024-03284-2 Type Journal Article Author Mayer C Journal Scientific Data Pages 596 Link Publication -
2024
Title GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy DOI 10.1016/j.media.2024.103100 Type Journal Article Author Ferreira A Journal Medical Image Analysis Pages 103100 Link Publication -
2024
Title Rethinking realities: A call for accurate terminology in eXtended Reality studies DOI 10.1016/j.resplu.2024.100558 Type Journal Article Author Fijacko N Journal Resuscitation Plus Pages 100558 Link Publication -
2024
Title Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images DOI 10.48550/arxiv.2401.15638 Type Other Author Raufeisen J Link Publication -
2024
Title How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation DOI 10.48550/arxiv.2402.17317 Type Preprint Author Ferreira A Link Publication -
2023
Title The HoloLens in medicine: A systematic review and taxonomy DOI 10.1016/j.media.2023.102757 Type Journal Article Author Gsaxner C Journal Medical Image Analysis Pages 102757 Link Publication -
2023
Title Open-Source Skull Reconstruction with MONAI DOI 10.48550/arxiv.2211.14051 Type Preprint Author Li J -
2023
Title k-strip: A novel segmentation algorithm in k-space for the application of skull stripping DOI 10.1016/j.cmpb.2023.107912 Type Journal Article Author Rempe M Journal Computer Methods and Programs in Biomedicine Pages 107912 Link Publication -
2023
Title Sparse convolutional neural network for high-resolution skull shape completion and shape super-resolution DOI 10.1038/s41598-023-47437-6 Type Journal Article Author Li J Journal Scientific Reports Pages 20229 Link Publication -
2024
Title Deep Dive into MRI: Exploring Deep Learning Applications in 0.55T and 7T MRI DOI 10.48550/arxiv.2407.01318 Type Preprint Author Alves A Link Publication -
2024
Title Brain Tumour Removing and Missing Modality Generation using 3D WDM DOI 10.48550/arxiv.2411.04630 Type Preprint Author Ferreira A Link Publication -
2024
Title Improved Multi-Task Brain Tumour Segmentation with Synthetic Data Augmentation DOI 10.48550/arxiv.2411.04632 Type Preprint Author Ferreira A Link Publication -
2023
Title k-strip: A novel segmentation algorithm in k-space for the application of skull stripping DOI 10.48550/arxiv.2205.09706 Type Preprint Author Rempe M -
2023
Title Apple Vision Pro for Healthcare: "The Ultimate Display"? -- Entering the Wonderland of Precision Medicine DOI 10.48550/arxiv.2308.04313 Type Preprint Author Egger J Link Publication -
2022
Title Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model DOI 10.36227/techrxiv.19582846.v1 Type Preprint Author Li J -
2022
Title Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model DOI 10.36227/techrxiv.19582846 Type Preprint Author Li J -
2022
Title Radiomics in head and neck cancer outcome predictions DOI 10.18154/rwth-conv-250627 Type Other Author Gonçalves M Link Publication -
2022
Title Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model DOI 10.48550/arxiv.2204.05703 Type Preprint Author Li J -
2022
Title Radiomics in Head and Neck Cancer Outcome Predictions DOI 10.3390/diagnostics12112733 Type Journal Article Author Gonçalves M Journal Diagnostics Pages 2733 Link Publication -
2023
Title Augmented Reality-Guided Apicoectomy Based on Maxillofacial CBCT Scans DOI 10.3390/diagnostics13193037 Type Journal Article Author Remschmidt B Journal Diagnostics Pages 3037 Link Publication -
2023
Title Towards Clinical Translation of Augmented Reality: A Framework for Surgical Navigation in Head and Neck Procedures Type Postdoctoral Thesis Author Christina Schwarz-Gsaxner -
2023
Title Improvement in Disease Diagnosis in Computed Tomography Images by Correlating Organ Volumes with Disease Occurrences in Humans DOI 10.3390/biomedinformatics3030036 Type Journal Article Author Van Meegdenburg T Journal BioMedInformatics Pages 526-542 Link Publication -
2024
Title Is the Apple Vision Pro the Ultimate Display? A First Perspective and Survey on Entering the Wonderland of Precision Medicine DOI 10.2196/52785 Type Journal Article Author Egger J Journal JMIR Serious Games Link Publication -
2024
Title Deep Learning-Based Point Cloud Registration for Augmented Reality-Guided Surgery DOI 10.1109/isbi56570.2024.10635333 Type Conference Proceeding Abstract Author Weber M Pages 1-5 -
2024
Title FakeNews: GAN-based generation of realistic 3D volumetric data -- A systematic review and taxonomy DOI 10.48550/arxiv.2207.01390 Type Preprint Author Ferreira A -
2024
Title Is the Sublingual Artery a Reliable Alternative for Intraoral Anastomoses in Head and Neck Free-Flap Reconstruction? Anatomical Basis and Preliminary Results DOI 10.3390/jvd3040031 Type Journal Article Author Starke V Journal Journal of Vascular Diseases Pages 397-406 Link Publication -
2025
Title Development and validation of collaborative robot-assisted cutting method for iliac crest flap raising: Randomized crossover trial. DOI 10.1038/s41598-025-01293-8 Type Journal Article Author Becker P Journal Scientific reports Pages 16909
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2024
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Title MedShapeNet - a large-scale dataset of 3D medical shapes for computer vision DOI 10.1515/bmt-2024-0396 Type Database/Collection of data Public Access Link Link -
2024
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Title Cyto R-CNN and CytoNuke Dataset DOI 10.1016/j.cmpb.2024.108215 Type Database/Collection of data Public Access Link Link -
2023
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Title 3D surgical instrument collection for computer vision and extended reality DOI 10.1038/s41597-023-02684-0 Type Database/Collection of data Public Access Link Link