Kai Packhäuser
Kai Packhäuser, M. Sc.
Researcher
Martensstr. 3
91058 Erlangen
Department of Computer Science
Chair of Computer Science 5 (Pattern Recognition)
Martensstr. 3
91058 Erlangen
- Phone number: +49 9131 85-20281
- Fax number: +49 9131 85-27270
- Email: kai.packhaeuser@fau.de
- Website: https://lme.tf.fau.de/person/packhaeuser/
Academic CV
- Since 01/2021:
Ph.D. Student at the Pattern Recognition Lab, Friedrich-Alexander Universität Erlangen-Nürnberg - 04/2018 – 12/2020:
M. Sc. in Medical Engineering, Friedrich-Alexander Universität Erlangen-Nürnberg - 02/2019 – 06/2019:
Erasmus semester, Universidad Politécnica de Madrid (ETSIT) - 10/2014 – 11/2017:
B. Sc. in Medical Engineering, Friedrich-Alexander Universität Erlangen-Nürnberg
Projects
No projects found.
Publications
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
Lectures
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