Felix Denzinger

Journal Articles

• Wagner F., Thies M., Denzinger F., Gu M., Patwari M., Ploner S., Maul N., Pfaff L., Huang Y., Maier A.:
  Trainable joint bilateral filters for enhanced prediction stability in low-dose CT
  In: Scientific Reports 12 (2022), Article No.: 17540
  ISSN: 2045-2322
  DOI: 10.1038/s41598-022-22530-4
  BibTeX: Download
• Martín Vicario C., Kordon FJ., Denzinger F., El Barbari JS., Privalov M., Franke J., Thomas S., Kausch L., Maier A., Kunze H.:
  Automatic plane adjustment of orthopedic intraoperative flat panel detector CT-volumes
  In: Journal of Medical Imaging 9 (2022), p. 1-19
  ISSN: 2329-4310
  DOI: 10.1117/1.JMI.9.3.034001
  BibTeX: Download

Conference Contributions

• Denzinger F., Wels M., Taubmann O., Gülsün MA., Schöbinger M., Andre F., Buss SJ., Goerich J., Sühling M., Maier A., Breininger K.:
  CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling
  International Conference on Medical Imaging with Deep Learning (Zürich, July 6, 2022 - July 8, 2022)
  In: PMLR (ed.): PMLR 2022
  URL: https://proceedings.mlr.press/v172/denzinger22a.html
  BibTeX: Download
• Kunzmann S., Marzahl C., Denzinger F., Bertram C., Klopfleisch R., Breininger K., Christlein V., Maier A.:
  First Steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain
  German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
  In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
  DOI: 10.1007/978-3-658-36932-3_48
  BibTeX: Download
• Martín Vicario C., Kordon FJ., Denzinger F., El Barbari JS., Privalov M., Franke J., Maier A., Kunze H.:
  Normalization techniques for CNN based analysis of surgical cone beam CT volumes
  SPIE Medical Imaging 2022 (San Diego, California, February 20, 2022 - March 28, 2022)
  In: Išgum I, Colliot O (ed.): Medial Imaging 2022, Image Processing 2022
  DOI: 10.1117/12.2606973
  BibTeX: Download
• Thamm F., Taubmann O., Jürgens M., Thamm A., Denzinger F., Rist L., Ditt H., Maier A.:
  Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection
  Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 (Singapore, September 18, 2022 - September 22, 2022)
  DOI: 10.1007/978-3-031-16437-8_61
  URL: https://link.springer.com/chapter/10.1007/978-3-031-16437-8_61
  BibTeX: Download
• Denzinger F., Wels M., Taubmann O., Gülsün MA., Schöbinger M., Andre F., Buss SJ., Goerich J., Sühling M., Maier A., Breininger K.:
  CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling
  Medical Imaging with Deep Learning (Zürich, July 6, 2022 - July 8, 2022)
  Open Access: https://openreview.net/pdf?id=vVPMifME8b
  BibTeX: Download

Conference Contributions

• Thamm F., Taubmann O., Denzinger F., Jürgens M., Ditt H., Maier A.:
  SyNCCT: Synthetic Non-Contrast Images of the Brain from Single-Energy Computed Tomography Angiography
  Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 (Strasbourg, September 27, 2021 - October 1, 2021)
  In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, Cham: 2021
  DOI: 10.1007/978-3-030-87234-2_64
  URL: https://link.springer.com/chapter/10.1007/978-3-030-87234-2_64
  BibTeX: Download
• Denzinger F., Wels M., Breininger K., Gülsün MA., Schöbinger M., André F., Buß S., Görich J., Sühling M., Maier A.:
  Abstract: Automatic CAD-RADS Scoring using Deep Learning
  German Workshop on Medical Image Computing, 2021 (Regensburg, DEU, March 7, 2021 - March 9, 2021)
  In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
  DOI: 10.1007/978-3-658-33198-6_24
  BibTeX: Download
• Denzinger F., Wels M., Hopfgartner C., Lu J., Schöbinger M., Maier A., Sühling M.:
  Coronary Plaque Analysis for CT Angiography Clinical Research
  German Workshop on Medical Image Computing, 2021 (Regensburg, DEU, March 7, 2021 - March 9, 2021)
  In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
  DOI: 10.1007/978-3-658-33198-6_53
  BibTeX: Download
• Martín Vicario C., Kordon FJ., Denzinger F., Weiten M., Thomas S., Kausch L., Franke J., Keil H., Maier A., Kunze H.:
  Automatic Plane Adjustment in Surgical Cone Beam CT-volumes
  German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
  In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
  DOI: 10.1007/978-3-658-33198-6_40
  BibTeX: Download

Miscellaneous

• Thamm F., Denzinger F., Rist L., Martín Vicario C., Kordon FJ., Maier A.:
  Segmentation of the Carotid Lumen and Vessel Wall using Deep Learning and Location Priors
  (2021)
  BibTeX: Download
  (Conference report)

Conference Contributions

• Denzinger F., Wels M., Breininger K., Gülsün MA., Schöbinger M., Andre F., Buss SJ., Goerich J., Sühling M., Maier A.:
  Automatic CAD-RADS Scoring using Deep Learning
  23rd International Conference on Medical Image Computing and Computer Assisted Intervention (Lima, Peru, October 4, 2020 - October 8, 2020)
  In: Martel AL, Abolmaesumi P, Stoyanov D, Mateus D, Zuluaga MA, Zhou SK, Racoceanu D, Joskowicz L (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
  DOI: 10.1007/978-3-030-59725-2
  BibTeX: Download
• Taubmann O., Li J., Denzinger F., Eibenberger E., Müller F., Brejnebøl M., Maier A.:
  Automatic Detection of Free Intra-Abdominal Air in Computed Tomography
  23rd International Conference on Medical Image Computing and Computer Assisted Intervention (Lima, October 4, 2020 - October 8, 2020)
  In: Martel AL, Abolmaesumi P, Stoyanov D, Mateus D, Zuluaga MA, Zhou SK, Racoceanu D, Joskowicz L (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
  DOI: 10.1007/978-3-030-59713-9
  BibTeX: Download
• Martín Vicario C., Kordon FJ., Denzinger F., Weiten M., Thomas S., Kausch L., Franke J., Keil H., Maier A., Kunze H.:
  Automatic Plane Adjustment of Orthopedic Intraoperative Flat Panel Detector CT-Volumes
  International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (Lima, October 4, 2020 - October 8, 2020)
  In: Martel AL, Abolmaesumi P, Stoyanov D, Mateus D, Zuluaga MA, Zhou SK, Racoceanu D, Joskowicz L (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
  DOI: 10.1007/978-3-030-59713-9_47
  BibTeX: Download
• Denzinger F., Wels M., Breininger K., Reidelshöfer A., Eckert J., Sühling M., Schmermund A., Maier A.:
  Abstract: Coronary Artery Plaque Characterization from CCTA Scans Using DL and Radiomics
  BVM Workshop 2020 (Berlin, March 15, 2020 - March 17, 2020)
  DOI: 10.1007/978-3-658-29267-6_44
  BibTeX: Download
• Denzinger F., Wels M., Breininger K., Reidelshöfer A., Eckert J., Sühling M., Schmermund A., Maier A.:
  Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA Scans
  BVM Workshop 2020 (Berlin, March 15, 2020 - December 17, 2019)
  DOI: 10.1007/978-3-658-29267-6_42
  URL: https://arxiv.org/abs/1912.06417
  BibTeX: Download

Conference Contributions

• Denzinger F., Wels M., Ravikumar N., Breininger K., Reidelshöfer A., Eckert J., Sühling M., Schmermund A., Maier A.:
  Coronary Artery Plaque Characterization from CCTA Scans Using Deep Learning and Radiomics
  MICCAI (Shenzhen, October 13, 2019 - October 17, 2019)
  In: Shen, D., Liu, T., Peters, T.M., Staib, L.H., Essert, C., Zhou, S., Yap, P.-T., Khan, A. (ed.): MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 2019
  DOI: 10.1007/978-3-030-32251-9_65
  URL: http://arxiv.org/abs/1912.06075
  BibTeX: Download