Florian Goldmann

2026

Journal Articles

• Goldmann F., Wels M., Allmendinger T., Goldmann M., Gutjahr R., Jürgens M., Neumann J., Rist L., Stierstorfer K., Sühling M., Maier A.:
  Challenging Hounsfield Unit cutoffs: spectral thresholding for synthetic coronary plaque phantoms on photon-counting CT
  In: Journal of Medical Imaging 13 (2026), Article No.: 024003
  ISSN: 2329-4310
  DOI: 10.1117/1.JMI.13.2.024003
  BibTeX: Download

2024

Conference Contributions

• Goldmann F., Goldmann M., Wels M., Allmendinger T., Sühling M., Maier A.:
  Automated in-silico Phantoms for Atherosclerotic Plaque Classification Models from Spectral CT
  2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD) (Tampa, October 26, 2024 - November 2, 2024)
  In: 2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD) 2024
  DOI: 10.1109/NSS/MIC/RTSD57108.2024.10656072
  BibTeX: Download
• Goldmann M., Manhart M., Preuhs A., Goldmann F., Kowarschik M., Maier A.:
  OrdinalNet: A Deep Learning-based Relative Image Quality Metric for Motion Compensation in CBCT
  2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD) (Tampa, FL, October 26, 2024 - November 2, 2024)
  In: IEEE (ed.): IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD), New York, USA: 2024
  DOI: 10.1109/NSS/MIC/RTSD57108.2024.10656155
  URL: https://ieeexplore.ieee.org/document/10656155
  BibTeX: Download
• Denzinger S., Goldmann F., Wels M., Schöbinger M., Neumann D., Allmendinger T., Jürgens M., Goldmann M., Sühling M., Maier A.:
  Photon Counting-Based Metrics for Soft Tissue Differentiation in Coronary Plaque Analysis
  2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD) (Tampa, October 26, 2024 - November 2, 2024)
  In: 2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD) 2024
  DOI: 10.1109/NSS/MIC/RTSD57108.2024.10656858
  BibTeX: Download

2023

Book Contributions

• Goldmann F., Keinert J., Fink L., Gul MSK., Jaschke T., Ziegler M., Baetz M., Fößel S., Prappacher N.:
  Light field processing for media applications
  In: Immersive Video Technologies, Elsevier, 2023, p. 227--264
  BibTeX: Download

2021

Journal Articles

• Dreizin D., Goldmann F., LeBedis C., Boscak A., Dattwyler M., Bodanapally U., Li G., Anderson S., Maier A., Unberath M.:
  An Automated Deep Learning Method for Tile AO/OTA Pelvic Fracture Severity Grading from Trauma whole-Body CT
  In: Journal of Digital Imaging (2021)
  ISSN: 0897-1889
  DOI: 10.1007/s10278-020-00399-x
  BibTeX: Download

2019

Journal Articles

• Unberath M., Zaech JN., Gao C., Bier B., Goldmann F., Lee SC., Fotouhi J., Taylor R., Armand M., Navab N.:
  Enabling machine learning in X-ray-based procedures via realistic simulation of image formation
  In: International Journal of Computer Assisted Radiology and Surgery 14 (2019), p. 1517-1528
  ISSN: 1861-6410
  DOI: 10.1007/s11548-019-02011-2
  BibTeX: Download
• Bier B., Goldmann F., Zaech JN., Fotouhi J., Hegeman R., Grupp R., Armand M., Osgood G., Navab N., Maier A., Unberath M.:
  Learning to detect anatomical landmarks of the pelvis in X-rays from arbitrary views
  In: International Journal of Computer Assisted Radiology and Surgery (2019)
  ISSN: 1861-6410
  DOI: 10.1007/s11548-019-01975-5
  BibTeX: Download

Conference Contributions

• Dreizin D., Goldmann F., Chen T., Unberath M.:
  Automated CT pelvic fracture severity grading with deep learning: association with clinical outcomes
  Conference on Machine Intelligence in Medical Imaging (C-MIMI) (Austin, TX)
  BibTeX: Download