enFaced 2.0 - Instant AR Tool for Maxillofacial Surgery
enFaced 2.0 - Instant AR Tool for Maxillofacial Surgery
Disciplines
Clinical Medicine (90%); Environmental Engineering, Applied Geosciences (10%)
Keywords
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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.
- Jürgen Wallner, Medizinische Universität Graz , associated research partner
- Xiaojun Chen, Shanghai Jiao Tong University - China
- Nassir Navab, TU München - Germany
Research Output
- 71 Citations
- 14 Publications
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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 -
2022
Title Open-Source Skull Reconstruction with MONAI DOI 10.48550/arxiv.2211.14051 Type Preprint Author Li J -
2023
Title Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries DOI 10.48550/arxiv.2306.17555 Type Preprint Author Jonske F -
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 -
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 -
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 -
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 -
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 -
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 Open-source skull reconstruction with MONAI DOI 10.1016/j.softx.2023.101432 Type Journal Article Author Li J Journal SoftwareX Pages 101432 Link Publication -
2022
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 -
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 -
2022
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