Search Results - "Federated learning"

A Maturity Model for the Enforcement of PETs in Federated Settings.

Authors: Abu Attieh H Halilovic M Herr MAB et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1593-1594.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Implementing a Governance Framework for Federated Learning.

Authors: Grönke A Jaberansary M Zoubia O et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1344-1345.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Client Participation per Round in Federated Learning for Multiple Sclerosis with Real-World Data.

Authors: Pirmani A Moreau Y Peeters LM

Corporate Authors: Pirmani A Moreau Y Peeters LM

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 230-231.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Good for All, Not Good Enough for One: Reuse Dilemma in Federated Learning.

Authors: Pirmani A Moreau Y Peeters LM

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1093-1097.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

A Durable Backdoor Attack on Medical Imaging via Federated Learning.

Authors: Faraoun H Bellafqira R Coatrieux G et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 600-604.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Enabling Privacy-Preserving Federated Learning in Healthcare: The FLAME Architecture and Policy Framework.

Authors: de Arruda Botelho Herr M Placzek P Abu Attieh H et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1589-1590.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Traceability in Federated Learning in Healthcare.

Authors: Tang FK Grönke A Sergei G et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 776-777.

Publication Type: Journal Article; Review

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Effects of Non-IID Distributions in Lung Cancer Data on Survival Prediction with Federated Ensemble Learning.

Authors: Weber L Hauschild AC Altenbuchinger M et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 98-102.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Recovering Sensitive Medical Text in Federated Learning.

Authors: El Azzouzi M Bellafqira R Coatrieux G et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1466-1470.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Preliminary Investigation of Federated Learning for MACE Prediction from Electronic Medical Records: A Multicontinental Study.

Authors: Slamanig G Kalabakov S Lorenzer L et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 07; Vol. 335, pp. 236-241.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

A cloud-edge-end collaborative intelligent caching method based on incremental federated learning algorithms.

Authors: Huang X Jin L Lin K et al.

Source: PloS one [PLoS One] 2026 Jun 03; Vol. 21 (6), pp. e0348359. Date of Electronic Publication: 2026 Jun 03 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

A robust and verifiable federated learning framework for preventing data poisonous threats in e-health.

Authors: Alruwaili E Moulahi T

Source: Frontiers in public health [Front Public Health] 2026 Mar 17; Vol. 14, pp. 1762346. Date of Electronic Publication: 2026 Mar 17 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE

IVA-FL: An information-value-aware federated learning framework for Privacy-Preserving Financial data Risk Management.

Authors: Wu J Xu H Zhang T et al.

Source: PloS one [PLoS One] 2026 Mar 20; Vol. 21 (3), pp. e0344251. Date of Electronic Publication: 2026 Mar 20 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Federated learning frameworks: quality and interoperability for biomedical research.

Authors: Chavero-Diez M Hernandez-Ferrer C Codó L et al.

Source: NAR genomics and bioinformatics [NAR Genom Bioinform] 2026 Feb 02; Vol. 8 (1), pp. lqag010. Date of Electronic Publication: 2026 Feb 02 (Print Publication: 2026).

Publication Type: Journal Article; Review

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101756213 Publication Model: eCollection Cited Medium: Internet ISSN: 2631-9268 (Electronic) Linking ISSN: 26319268 NLM ISO Abbreviation: NAR Genom Bioinform Subsets: MEDLINE

AnomLocal: A hybrid local-global anomaly detection model for network security using federated learning.

Authors: Alamro S; Department of Computer Science College of Computer, Qassim University, Buraydah, Saudi Arabia.

Source: PloS one [PLoS One] 2026 Feb 02; Vol. 21 (2), pp. e0339981. Date of Electronic Publication: 2026 Feb 02 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Privacy Protection and Statistical Efficiency Trade-Off for Federated Learning.

Authors: Qi, Haobo Wang, Feifei Wang, Hansheng

Source: INFORMS Journal on Computing. May/Jun2026, Vol. 38 Issue 3, p943-957. 15p.

Empowering Collaborative Healthcare with Federated Learning: Navigating Security and Privacy Priorities.

Authors: Liao Q Preuveneers D van Landuyt D et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2025 Oct 03; Vol. 330, pp. 363-392.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

From algorithmic innovation to clinical deployment: A systematic review of methodological gaps limiting federated learning in healthcare.

Authors: Vijayasarathy S; Department of Biotechnology, PES University, Ring Road Campus, BSK III Stage, Bangalore 560085, Karnataka, India.

Source: International journal of medical informatics [Int J Med Inform] 2026 Jun 15; Vol. 213, pp. 106365. Date of Electronic Publication: 2026 Mar 01.

Publication Type: Journal Article; Systematic Review; Review

Journal Info: Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 9711057 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8243 (Electronic) Linking ISSN: 13865056 NLM ISO Abbreviation: Int J Med Inform Subsets: MEDLINE

Federated learning's uncomfortable truth: why human networks matter more than neural networks.

Authors: Peltonen LM Chomutare T

Source: Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2026 Jun 01; Vol. 33 (6), pp. 1236-1240.

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9430800 Publication Model: Print Cited Medium: Internet ISSN: 1527-974X (Electronic) Linking ISSN: 10675027 NLM ISO Abbreviation: J Am Med Inform Assoc Subsets: MEDLINE

Adaptive aggregation in federated learning for retinal vein occlusion detection: A dynamic approach based on data distribution.

Authors: Sri AV Pusapati B Puli RS et al.

Source: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society [Comput Med Imaging Graph] 2026 Jun; Vol. 132, pp. 102772. Date of Electronic Publication: 2026 Apr 24.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Science Country of Publication: United States NLM ID: 8806104 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0771 (Electronic) Linking ISSN: 08956111 NLM ISO Abbreviation: Comput Med Imaging Graph Subsets: MEDLINE