Multimodal Metadata Augmentation for Federated Learning in Medical Applications

Author:

Gordienko Yuri,Shulha Maksym,Kochura Yuriy,Rokovyi Oleksandr,Taran Vladyslav,Alienin Oleg,Stirenko Sergii

Publisher

Springer Nature Singapore

Reference33 articles.

1. Chen YW, Jain LC (2020) Deep learning in healthcare. Springer, Berlin

2. El Mekkaoui K, Mesquita D, Blomstedt P, Kaski S (2021) Federated stochastic gradient langevin dynamics. In: Uncertainty in artificial intelligence. PMLR, pp 1703–1712

3. Esteva A, Robicquet A, Ramsundar B, Kuleshov V, DePristo M, Chou K, Cui C, Corrado G, Thrun S, Dean J (2019) A guide to deep learning in healthcare. Nat Med 25(1):24–29

4. Fukushima K (1979) Neural network model for a mechanism of pattern recognition unaffected by shift in position-neocognitron. IEICE Technical Rep A 62(10):658–665

5. Gordienko Y, Shulha M, Kochura Y, Rokovyi O, Alienin O, Stirenko S (2023) Fuzzy metadata augmentation for multimodal data classification. In: Mobile computing and sustainable informatics: proceedings of ICMCSI 2023, Springer, Berlin, pp 157–172

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