324 related articles for article (PubMed ID: 35614106)
1. A novel decentralized federated learning approach to train on globally distributed, poor quality, and protected private medical data.
Nguyen TV; Dakka MA; Diakiw SM; VerMilyea MD; Perugini M; Hall JMM; Perugini D
Sci Rep; 2022 May; 12(1):8888. PubMed ID: 35614106
[TBL] [Abstract][Full Text] [Related]
2. Privacy Enhancing and Scalable Federated Learning to Accelerate AI Implementation in Cross-Silo and IoMT Environments.
Rachakonda S; Moorthy S; Jain A; Bukharev A; Bucur A; Manni F; Quiterio TM; Joosten L; Mendez NI
IEEE J Biomed Health Inform; 2023 Feb; 27(2):744-755. PubMed ID: 35731757
[TBL] [Abstract][Full Text] [Related]
3. Communication-efficient federated learning via knowledge distillation.
Wu C; Wu F; Lyu L; Huang Y; Xie X
Nat Commun; 2022 Apr; 13(1):2032. PubMed ID: 35440643
[TBL] [Abstract][Full Text] [Related]
4. Federated Learning With Privacy-Preserving Ensemble Attention Distillation.
Gong X; Song L; Vedula R; Sharma A; Zheng M; Planche B; Innanje A; Chen T; Yuan J; Doermann D; Wu Z
IEEE Trans Med Imaging; 2023 Jul; 42(7):2057-2067. PubMed ID: 36215346
[TBL] [Abstract][Full Text] [Related]
5. Federated Learning for Decentralized Artificial Intelligence in Melanoma Diagnostics.
Haggenmüller S; Schmitt M; Krieghoff-Henning E; Hekler A; Maron RC; Wies C; Utikal JS; Meier F; Hobelsberger S; Gellrich FF; Sergon M; Hauschild A; French LE; Heinzerling L; Schlager JG; Ghoreschi K; Schlaak M; Hilke FJ; Poch G; Korsing S; Berking C; Heppt MV; Erdmann M; Haferkamp S; Drexler K; Schadendorf D; Sondermann W; Goebeler M; Schilling B; Kather JN; Fröhling S; Brinker TJ
JAMA Dermatol; 2024 Mar; 160(3):303-311. PubMed ID: 38324293
[TBL] [Abstract][Full Text] [Related]
6. Federated Learning in Healthcare: A Privacy Preserving Approach.
Narmadha K; Varalakshmi P
Stud Health Technol Inform; 2022 May; 294():194-198. PubMed ID: 35612055
[TBL] [Abstract][Full Text] [Related]
7. Learning From Others Without Sacrificing Privacy: Simulation Comparing Centralized and Federated Machine Learning on Mobile Health Data.
Liu JC; Goetz J; Sen S; Tewari A
JMIR Mhealth Uhealth; 2021 Mar; 9(3):e23728. PubMed ID: 33783362
[TBL] [Abstract][Full Text] [Related]
8. A Review of Privacy Enhancement Methods for Federated Learning in Healthcare Systems.
Gu X; Sabrina F; Fan Z; Sohail S
Int J Environ Res Public Health; 2023 Aug; 20(15):. PubMed ID: 37569079
[TBL] [Abstract][Full Text] [Related]
9. Decentralised, collaborative, and privacy-preserving machine learning for multi-hospital data.
Fang C; Dziedzic A; Zhang L; Oliva L; Verma A; Razak F; Papernot N; Wang B
EBioMedicine; 2024 Mar; 101():105006. PubMed ID: 38377795
[TBL] [Abstract][Full Text] [Related]
10. Differentially private knowledge transfer for federated learning.
Qi T; Wu F; Wu C; He L; Huang Y; Xie X
Nat Commun; 2023 Jun; 14(1):3785. PubMed ID: 37355643
[TBL] [Abstract][Full Text] [Related]
11. FedMCC: Federated multi-center clustering algorithm to improve privacy healthcare.
An Z; Zhang J; Jiang Z; Du J; Yin Z; Li C
Methods; 2023 Oct; 218():94-100. PubMed ID: 37507060
[TBL] [Abstract][Full Text] [Related]
12. A Federated Mining Approach on Predicting Diabetes-Related Complications: Demonstration Using Real-World Clinical Data.
Islam H; Mosa A; Famia
AMIA Annu Symp Proc; 2021; 2021():556-564. PubMed ID: 35308968
[TBL] [Abstract][Full Text] [Related]
13. FedSPL: federated self-paced learning for privacy-preserving disease diagnosis.
Wang Q; Zhou Y
Brief Bioinform; 2022 Jan; 23(1):. PubMed ID: 34874995
[TBL] [Abstract][Full Text] [Related]
14. Decentralized federated learning through proxy model sharing.
Kalra S; Wen J; Cresswell JC; Volkovs M; Tizhoosh HR
Nat Commun; 2023 May; 14(1):2899. PubMed ID: 37217476
[TBL] [Abstract][Full Text] [Related]
15. Boosted federated learning based on improved Particle Swarm Optimization for healthcare IoT devices.
Houssein EH; Sayed A
Comput Biol Med; 2023 Sep; 163():107195. PubMed ID: 37393788
[TBL] [Abstract][Full Text] [Related]
16. Architectural Design of a Blockchain-Enabled, Federated Learning Platform for Algorithmic Fairness in Predictive Health Care: Design Science Study.
Liang X; Zhao J; Chen Y; Bandara E; Shetty S
J Med Internet Res; 2023 Oct; 25():e46547. PubMed ID: 37902833
[TBL] [Abstract][Full Text] [Related]
17. Federated personalized random forest for human activity recognition.
Liu S; Wang J; Zhang W
Math Biosci Eng; 2022 Jan; 19(1):953-971. PubMed ID: 34903021
[TBL] [Abstract][Full Text] [Related]
18. DACFL: Dynamic Average Consensus-Based Federated Learning in Decentralized Sensors Network.
Chen Z; Li D; Zhu J; Zhang S
Sensors (Basel); 2022 Apr; 22(9):. PubMed ID: 35591008
[TBL] [Abstract][Full Text] [Related]
19. Federated Random Forests can improve local performance of predictive models for various healthcare applications.
Hauschild AC; Lemanczyk M; Matschinske J; Frisch T; Zolotareva O; Holzinger A; Baumbach J; Heider D
Bioinformatics; 2022 Apr; 38(8):2278-2286. PubMed ID: 35139148
[TBL] [Abstract][Full Text] [Related]
20. Privacy preserving federated learning for full heterogeneity.
Chen K; Zhang X; Zhou X; Mi B; Xiao Y; Zhou L; Wu Z; Wu L; Wang X
ISA Trans; 2023 Oct; 141():73-83. PubMed ID: 37105888
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
