An OpenNCP-based Solution for Secure eHealth Data Exchange
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Exchanging data between medical sites to support data training is not easy due to institutional policies and growing user privacy concerns.
“A possible solution is to exchange the data between medical sites to support the data training, but given the institutional policies and growing user privacy concerns, it is not easy to obtain data from other sites to train the AI model [27].”
From Federated learning for smart healthcare: A survey (2023) · cites this paper as [27]
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- Authors
- Staffa, M., Sgaglione, L., Mazzeo, G., Coppolino, L., D'Antonio, S., Romano, L., Gelenbe, E., Stan, O., Carpov, S., Grivas, E., Campegiani, P., Castaldo, L., Votis, K., Koutkias, V., & Komnios, I.
- Affiliations
- University of Naples Federico II (IT)
- Parthenope University of Naples (IT)
- Commissariat à l'Énergie Atomique et aux Énergies Alternatives (FR)
- Information Technologies Institute (GR)
- Centre for Research and Technology Hellas (GR)
- EXUS (United Kingdom) (GB)
- Corresponding author
- Staffa, Mariacarla
- ORCID
- Venue
- Journal of Network and Computer Applications
- Publisher
- Elsevier BV
- Published
- 2018-08
- Volume
- 116
- Pages
- 65-85
- ISSN
- 1084-8045 (ISSN-L)
- OpenAlex
- W2804677339
- Cited by
- 41
- References
- 28
- Citations by year
- 2026: 1 · 2025: 4 · 2023: 2 · 2022: 6 · 2021: 8 · 2020: 2 · 2019: 13 · 2018: 5
- FWCI
- 8.89
- Type
- journal article
- Language
- en
- Open access
- green
- zenodo.org
- Licence
- Locations
- Journal of Network and Computer Applications (publishedVersion)
- HAL (submittedVersion)
- CINECA IRIS Institutial research information system (Parthenope University of Naples) (submittedVersion)
- Zenodo (CERN European Organization for Nuclear Research) (submittedVersion, other-oa)
- Funders
- European Union (N727528)
- Topics
- Health Sciences › Health Professions › Health Information Management › Electronic Health Records Systems
- Social Sciences › Sociology and Political Science › Access Control and Trust
- Physical Sciences › Computer Science › Computer Networks and Communications › Advanced Authentication Protocols Security
- Keywords
- cross-border healthcare, EPSO
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