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Federated Learning in Multimodal Healthcare Diagnostics: Privacy-Preserving AI for Biomedical Imaging, Electronic Health Records, Wearables, and Clinical Decision Support

Crossref DOI link: https://doi.org/10.1007/s11831-026-10629-0

Published Online: 2026-05-30

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Nemane, Shon

Sarad, Vaishnavi M.

P. Tulaskar, Dhiraj

Marode, Tejrao Panjabrao

Bhangdiya, Vikas

Agrawal, Lalit

Avthankar, Ankita

Kondylakis, Haridimos

Kulkarni, Madhusudan B.

Bhaiyya, Manish

Haick, Hossam
Funding

Funding for this research was provided by:

Manipal Academy of Higher Education, Manipal
License Information

Text and Data Mining valid from 2026-05-30

Version of Record valid from 2026-05-30
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Article History

Received: 9 April 2026

Revised: 25 April 2026

Accepted: 2 May 2026

First Online: 30 May 2026

Declarations

:

: The authors declare no competing interests.

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