Privacy Leakage in Federated Learning in Radiology Reports: Comparative Evaluation of Tokenizer and Batch-Size Privacy Risks

Santhosh Parampottupadam, Andrés Martínez Mora, Dimitrios Bounias, Sinem Sav, Klaus Maier-Hein, Ralf Floca

Open source

DOI
10.2196/88390
Published
2026-09-11
Container
JMIR Medical Informatics
Publisher
JMIR Publications Inc.
Open access
unknown

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BibTeX

@article{allodium:10.2196/88390,
  title = {Privacy Leakage in Federated Learning in Radiology Reports: Comparative Evaluation of Tokenizer and Batch-Size Privacy Risks},
  author = {Santhosh Parampottupadam and Andrés Martínez Mora and Dimitrios Bounias and Sinem Sav and Klaus Maier-Hein and Ralf Floca},
  year = {2026},
  journal = {JMIR Medical Informatics},
  doi = {10.2196/88390},
  url = {https://doi.org/10.2196/88390}
}

RIS

TY  - JOUR
TI  - Privacy Leakage in Federated Learning in Radiology Reports: Comparative Evaluation of Tokenizer and Batch-Size Privacy Risks
AU  - Santhosh Parampottupadam
AU  - Andrés Martínez Mora
AU  - Dimitrios Bounias
AU  - Sinem Sav
AU  - Klaus Maier-Hein
AU  - Ralf Floca
PY  - 2026
JO  - JMIR Medical Informatics
DO  - 10.2196/88390
UR  - https://doi.org/10.2196/88390
ER  - 

APA

Parampottupadam, S., Mora, A. M., Bounias, D., Sav, S., Maier-Hein, K., & Floca, R. (2026). Privacy Leakage in Federated Learning in Radiology Reports: Comparative Evaluation of Tokenizer and Batch-Size Privacy Risks. JMIR Medical Informatics. https://doi.org/10.2196/88390

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