Kai Packhäuser

2024

Journal Articles

• Tayebi Arasteh S., Arias-Vergara T., Perez Toro PA., Weise T., Packhäuser K., Schuster M., Nöth E., Maier A., Yang SH.:
  Addressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech
  In: Communications Medicine 4 (2024), Article No.: 182
  ISSN: 2730-664X
  DOI: 10.1038/s43856-024-00609-5
  BibTeX: Download

Conference Contributions

• Packhäuser K., Folle L., Nguyen TT., Thamm F., Maier A.:
  Privacy-enhancing Image Sampling for the Synthesis of High-quality Anonymous Chest Radiographs
  German Conference on Medical Image Computing, BVM 2024 (Erlangen, March 10, 2024 - March 12, 2024)
  In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
  DOI: 10.1007/978-3-658-44037-4_12
  BibTeX: Download

2023

Journal Articles

• Bhat S., Mansoor A., Georgescu B., Bhandary Panambur A., Ghesu FC., Islam S., Packhäuser K., Rodriguez Salas D., Grbic S., Maier A.:
  AUCReshaping: improved sensitivity at high-specificity
  In: Scientific Reports 13 (2023), Article No.: 21097
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-48482-x
  BibTeX: Download

Conference Contributions

• Packhäuser K., Gündel S., Münster N., Syben C., Christlein V., Maier A.:
  Abstract: Is Medical Chest X-ray Data Anonymous?
  German Workshop on Medical Image Computing (Braunschweig, July 2, 2023 - July 4, 2023)
  In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
  DOI: 10.1007/978-3-658-41657-7_44
  BibTeX: Download
• Packhäuser K., Gündel S., Thamm F., Denzinger F., Maier A.:
  Deep Learning-Based Anonymization of Chest Radiographs: A Utility-Preserving Measure for Patient Privacy
  International Conference on Medical Image Computing and Computer-Assisted Intervention – MICCAI 2023 (Vancouver, October 8, 2023 - October 12, 2023)
  In: Greenspan H, Madabhushi A, Mousavi P, Salcudean S, Duncan J, Syeda-Mahmood T, Taylor R (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, Cham: 2023
  DOI: 10.1007/978-3-031-43898-1_26
  BibTeX: Download
• Gabler E., Nissen M., Altstidl TR., Titzmann A., Packhäuser K., Maier A., Fasching P., Eskofier B., Leutheuser H.:
  Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning
  45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, July 24, 2023 - July 27, 2023)
  In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
  DOI: 10.1109/EMBC40787.2023.10340336
  BibTeX: Download
• Packhäuser K., Folle L., Thamm F., Maier A.:
  Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems
  2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (Cartagena, Colombia, April 18, 2023 - April 21, 2023)
  In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
  DOI: 10.1109/ISBI53787.2023.10230346
  BibTeX: Download
• Rodriguez Salas D., Öttl M., Seuret M., Packhäuser K., Maier A.:
  Using Forestnets for Partial Fine-Tuning Prior to Breast Cancer Detection in Ultrasounds
  2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (Cartagena, Colombia, April 18, 2023 - April 21, 2023)
  In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
  DOI: 10.1109/ISBI53787.2023.10230424
  BibTeX: Download

2022

Journal Articles

• Packhäuser K., Gündel S., Münster N., Syben C., Christlein V., Maier A.:
  Deep learning-based patient re-identification is able to exploit the biometric nature of medical chest X-ray data
  In: Scientific Reports 12 (2022), Article No.: 14851
  ISSN: 2045-2322
  DOI: 10.1038/s41598-022-19045-3
  BibTeX: Download