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Author

  • Christina Schwarz-Gsaxner
2017
2018

Exploit 18F-FDG enhanced urinary bladder in PET data for deep learning ground truth generation in CT scans

Gsaxner, C., Pfarrkirchner, B., Lindner, L., Jakse, N., Wallner, J., Schmalstieg, D. & Egger, J., 12 Mar 2018, Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging. SPIE Press, SPIE - The International Society for Optical Engineering

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fully Convolutional Mandible Segmentation on a valid Ground-Truth Dataset

Egger, J., Pfarrkirchner, B., Gsaxner, C., Lindner, L., Schmalstieg, D. & Wallner, J., 2018, Proceedings IEEE Engineering in Medicine and Biology Conference (EMBC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lower jawbone data generation for deep learning tools under MeVisLab

Pfarrkirchner, B., Gsaxner, C., Lindner, L., Jakse, N., Wallner, J., Schmalstieg, D. & Egger, J., 2018.

Research output: Contribution to conferencePaper

Open Access
2019

A Marker-Less Registration Approach for Mixed Reality–Aided Maxillofacial Surgery: a Pilot Evaluation

Pepe, A., Trotta, G. F., Mohr-Ziak, P., Gsaxner, C., Wallner, J., Bevilacqua, V. & Egger, J., 4 Sep 2019, In : Journal of digital imaging. 32, 6, p. 1008-1018 11 p.

Research output: Contribution to journalArticle

A Review on Multiplatform Evaluations of Semi-Automatic Open-Source Based Image Segmentation for Cranio-Maxillofacial Surgery

Wallner, J., Schwaiger, M., Hochegger, K. M., Gsaxner, C., Zemann, W. & Egger, J., 2019, In : Computer methods and programs in biomedicine. 182, 23 p., 105102.

Research output: Contribution to journalArticle

Depth-Awareness in a System for Mixed-Reality Aided Surgical Procedures

Sylos Labini, M., Gsaxner, C., Pepe, A., Wallner, J., Egger, J. & Bevilacqua, V., 2019, Intelligent Computing Methodologies - 15th International Conference, ICIC 2019, Proceedings. Huang, Z-K., Hussain, A. & Huang, D-S. (eds.). Springer Verlag Heidelberg, p. 716-726 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11645 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Facial model collection for medical augmented reality in oncologic cranio-maxillofacial surgery

Gsaxner, C., Wallner, J., Chen, X., Zemann, W. & Egger, J., 9 Dec 2019, In : Scientific Data . 2019, 1

Research output: Contribution to journalArticle

Learning from the Truth: Fully Automatic Ground Truth Generation for Training of Medical Deep Learning Networks

Gsaxner, C., Roth, P. M., Wallner, J. & Egger, J., 2019, Proceedings of the Joint ARW & OAGM Workshop 2019. Pichler, A., Roth, P. M., Slabatnig, R., Stübl, G. & Vincze, M. (eds.). Graz: Verlag der Technischen Universität Graz, p. 173-174

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Markerless Image-to-Face Registration for Untethered Augmented Reality in Head and Neck Surgery

Gsaxner, C., Pepe, A., Schmalstieg, D., Egger, J. & Wallner, J., 2019, International Conference on Medical Image Computing and Computer-Assisted Intervention. p. 236-244

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pattern Recognition and Mixed Reality for Computer-Aided Maxillofacial Surgery and Oncological Assessment

Pepe, A., Trotta, G. F., Gsaxner, C., Schmalstieg, D., Wallner, J., Egger, J. & Bevilacqua, V., 2019, BMEiCON 2018 - 11th Biomedical Engineering International Conference. 8609921

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Using Synthetic Training Data for Deep Learning-Based GBM Segmentation

Lindner, L., Narnhofer, D., Weber, M., Gsaxner, C., Egger, J. & Kolodziej, M., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Institute of Electrical and Electronics Engineers, p. 6724-6729 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2020

A comprehensive Workflow and Framework for immersive Virtual Endoscopy of dissected Aortae from CTA Data

Egger, J., Gunacker, S., Pepe, A., Melito, G. M., Gsaxner, C., Li, J., Ellermann, K. & Chen, X., 16 Mar 2020, Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). Vol. 11315. 1131531. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11315).

Research output: Chapter in Book/Report/Conference proceedingConference contribution