Work

Rethinking Privacy in Medical Imaging AI: From Metadata and Pixel-Level Identification Risks to Federated Learning and Synthetic Data Challenges

Year: 2025

Type: article

Source: Radiology Artificial Intelligence

DOI: 10.1148/ryai.250273

Authors: Konstantina Giouroukou, Kostas Marias, Manolis Tsiknakis, Michail E. Klontzas

Institutions: University of Crete, FORTH Institute of Computer Science, Foundation for Research and Technology Hellas, Hellenic Mediterranean University, Karolinska Institutet, University Hospital of Heraklion

Language: English

Topic: Privacy-Preserving Technologies in Data

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Good health and well-being

Open Access status: closed

OpenAlex ID: W4416700663

FWCI: 4.518

Cites: 53

Cited by: 11

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