213 related articles for article (PubMed ID: 37421740)
1. Context-aggregator: An approach of loss- and class imbalance-aware aggregation in federated learning.
Abbas Q; Malik KM; Saudagar AKJ; Khan MB
Comput Biol Med; 2023 Sep; 163():107167. PubMed ID: 37421740
[TBL] [Abstract][Full Text] [Related]
2. Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals.
Peng L; Luo G; Walker A; Zaiman Z; Jones EK; Gupta H; Kersten K; Burns JL; Harle CA; Magoc T; Shickel B; Steenburg SD; Loftus T; Melton GB; Gichoya JW; Sun J; Tignanelli CJ
J Am Med Inform Assoc; 2022 Dec; 30(1):54-63. PubMed ID: 36214629
[TBL] [Abstract][Full Text] [Related]
3. Personalized Retrogress-Resilient Federated Learning Toward Imbalanced Medical Data.
Chen Z; Yang C; Zhu M; Peng Z; Yuan Y
IEEE Trans Med Imaging; 2022 Dec; 41(12):3663-3674. PubMed ID: 35853071
[TBL] [Abstract][Full Text] [Related]
4. Federated Learning Optimization Algorithm for Automatic Weight Optimal.
Yu X; Li L; He X; Chen S; Jiang L
Comput Intell Neurosci; 2022; 2022():8342638. PubMed ID: 36407688
[TBL] [Abstract][Full Text] [Related]
5. A novel federated deep learning scheme for glioma and its subtype classification.
Ali MB; Gu IY; Berger MS; Jakola AS
Front Neurosci; 2023; 17():1181703. PubMed ID: 37287799
[TBL] [Abstract][Full Text] [Related]
6. A comparative study of federated learning methods for COVID-19 detection.
Darzi E; Sijtsema NM; van Ooijen PMA
Sci Rep; 2024 Feb; 14(1):3944. PubMed ID: 38365940
[TBL] [Abstract][Full Text] [Related]
7. Weighted aggregation through probability based ranking: An optimized federated learning architecture to classify respiratory diseases.
Abdul Sattar Shaikh A; Bhargavi MS; Kumar C P
Comput Methods Programs Biomed; 2023 Dec; 242():107821. PubMed ID: 37776709
[TBL] [Abstract][Full Text] [Related]
8. The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach.
Matschinske J; Späth J; Bakhtiari M; Probul N; Kazemi Majdabadi MM; Nasirigerdeh R; Torkzadehmahani R; Hartebrodt A; Orban BA; Fejér SJ; Zolotareva O; Das S; Baumbach L; Pauling JK; Tomašević O; Bihari B; Bloice M; Donner NC; Fdhila W; Frisch T; Hauschild AC; Heider D; Holzinger A; Hötzendorfer W; Hospes J; Kacprowski T; Kastelitz M; List M; Mayer R; Moga M; Müller H; Pustozerova A; Röttger R; Saak CC; Saranti A; Schmidt HHHW; Tschohl C; Wenke NK; Baumbach J
J Med Internet Res; 2023 Jul; 25():e42621. PubMed ID: 37436815
[TBL] [Abstract][Full Text] [Related]
9. Simulating Federated Transfer Learning for Lung Segmentation using Modified UNet Model.
Ambesange S; Annappa B; Koolagudi SG
Procedia Comput Sci; 2023; 218():1485-1496. PubMed ID: 36743787
[TBL] [Abstract][Full Text] [Related]
10. Performance Enhancement in Federated Learning by Reducing Class Imbalance of Non-IID Data.
Seol M; Kim T
Sensors (Basel); 2023 Jan; 23(3):. PubMed ID: 36772192
[TBL] [Abstract][Full Text] [Related]
11. Empowering Patient Similarity Networks through Innovative Data-Quality-Aware Federated Profiling.
Navaz AN; Serhani MA; El Kassabi HT; Taleb I
Sensors (Basel); 2023 Jul; 23(14):. PubMed ID: 37514736
[TBL] [Abstract][Full Text] [Related]
12. Explainable Federated Medical Image Analysis Through Causal Learning and Blockchain.
Mu J; Kadoch M; Yuan T; Lv W; Liu Q; Li B
IEEE J Biomed Health Inform; 2024 Jun; 28(6):3206-3218. PubMed ID: 38470597
[TBL] [Abstract][Full Text] [Related]
13. A Federated Learning Approach to Tumor Detection in Colon Histology Images.
Gunesli GN; Bilal M; Raza SEA; Rajpoot NM
J Med Syst; 2023 Sep; 47(1):99. PubMed ID: 37715855
[TBL] [Abstract][Full Text] [Related]
14. Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning.
Shiri I; Vafaei Sadr A; Akhavan A; Salimi Y; Sanaat A; Amini M; Razeghi B; Saberi A; Arabi H; Ferdowsi S; Voloshynovskiy S; Gündüz D; Rahmim A; Zaidi H
Eur J Nucl Med Mol Imaging; 2023 Mar; 50(4):1034-1050. PubMed ID: 36508026
[TBL] [Abstract][Full Text] [Related]
15. A Cluster-Driven Adaptive Training Approach for Federated Learning.
Jeong Y; Kim T
Sensors (Basel); 2022 Sep; 22(18):. PubMed ID: 36146408
[TBL] [Abstract][Full Text] [Related]
16. Temporal Weighted Averaging for Asynchronous Federated Intrusion Detection Systems.
Agrawal S; Chowdhuri A; Sarkar S; Selvanambi R; Gadekallu TR
Comput Intell Neurosci; 2021; 2021():5844728. PubMed ID: 34956350
[TBL] [Abstract][Full Text] [Related]
17. Anti-Jamming Strategy for Federated Learning in Internet of Medical Things: A Game Approach.
Ruby R; Yang H; Wu K
IEEE J Biomed Health Inform; 2023 Feb; 27(2):888-899. PubMed ID: 35709107
[TBL] [Abstract][Full Text] [Related]
18. Contrastive encoder pre-training-based clustered federated learning for heterogeneous data.
Tun YL; Nguyen MNH; Thwal CM; Choi J; Hong CS
Neural Netw; 2023 Aug; 165():689-704. PubMed ID: 37385023
[TBL] [Abstract][Full Text] [Related]
19. Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare.
Wang T; Zhang K; Cai J; Gong Y; Choo KR; Guo Y
J Healthc Inform Res; 2024 Jun; 8(2):181-205. PubMed ID: 38681759
[TBL] [Abstract][Full Text] [Related]
20. Robust Federated Learning for Heterogeneous Model and Data.
Madni HA; Umer RM; Foresti GL
Int J Neural Syst; 2024 Apr; 34(4):2450019. PubMed ID: 38414421
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
