Tristan Gottschalk

2023

Journal Articles

• Fan F., Ritschl L., Beister M., Biniazan R., Wagner F., Kreher BW., Gottschalk T., Kappler S., Maier A.:
  Simulation-driven training of vision transformers enables metal artifact reduction of highly truncated CBCT scans
  In: Medical Physics (2023)
  ISSN: 0094-2405
  DOI: 10.1002/mp.16919
  BibTeX: Download

2022

Journal Articles

• Gottschalk T., Maier A., Kordon F., Kreher BW.:
  DL-based inpainting for metal artifact reduction for cone beam CT using metal path length information
  In: Medical Physics (2022)
  ISSN: 0094-2405
  DOI: 10.1002/mp.15909
  BibTeX: Download

Conference Contributions

• Rohleder M., Gottschalk T., Maier A., Kreher BW.:
  Cross-Domain Metal Segmentation for CBCT Metal Artifact Reduction
  7th International Conference on Image Formation in X-Ray Computed Tomography (Online, June 12, 2022 - June 16, 2022)
  In: Joseph Webster Stayman (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2022
  DOI: 10.1117/12.2646382
  BibTeX: Download

2021

Journal Articles

• Gottschalk T., Maier A., Kordon F., Kreher BW.:
  View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT – An Investigation of Potential Improvement
  In: Journal Machine Learning for Biomedical Imaging December 2021 issue (2021)
  ISSN: 2766-905X
  Open Access: https://www.melba-journal.org/pdf/2021:018.pdf
  BibTeX: Download

Conference Contributions

• Gottschalk T., Maier A., Kordon F., Kreher BW.:
  Learning-based Patch-wise Metal Segmentation with Consistency Check
  Bildverarbeitung für die Medizin 2021 (Virtual Conference, March 7, 2021 - March 9, 2021)
  In: Palm C, Deserno TM, Handels H, Maier A, Maier-Hein K, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
  DOI: 10.1007/978-3-658-33198-6_4
  BibTeX: Download

2020

Conference Contributions

• Gottschalk T., Kreher BW., Maier A.:
  Deep Learning Based Metal Inpainting in the Projection Domain using Additional Neighboring Projection Information
  The 6th International Conference on Image Formation in X-Ray Computed Tomography (Online Meeting, August 3, 2020 - August 7, 2020)
  In: Proceedings of The 6th International Conference on Image Formation in X-Ray Computed Tomography 2020
  Open Access: https://www.ct-meeting.org/data/ProceedingsCTMeeting2020.pdf
  BibTeX: Download

2019

Book Contributions

• Gottschalk T., Kreher BW., Kunze H., Maier A.:
  Deep Learning Based Metal Inpainting in the Projection Domain: Initial Results
  In: Machine Learning for Medical Image Reconstruction, 2019, p. 125-136
  ISBN: 9783030338428
  DOI: 10.1007/978-3-030-33843-5_12
  BibTeX: Download

2014

Conference Contributions

• Leutheuser H., Gottschalk T., Anneken L., Struck M., Heuberger A., Achenbach S., Eskofier B., Arnold M.:
  Automatic ECG Arrhythmia Detection in Real-Time on Android-based Mobile Devices
  MobileMed 2014 (Czech Technical University, Prague)
  In: Proceedings of International Conference on Mobile and Information Technologies in Medicine and Health 2014
  BibTeX: Download