239 related articles for article (PubMed ID: 34161243)
1. Privacy-Preserving Asynchronous Vertical Federated Learning Algorithms for Multiparty Collaborative Learning.
Gu B; Xu A; Huo Z; Deng C; Huang H
IEEE Trans Neural Netw Learn Syst; 2022 Nov; 33(11):6103-6115. PubMed ID: 34161243
[TBL] [Abstract][Full Text] [Related]
2. Flexible Vertical Federated Learning With Heterogeneous Parties.
Castiglia T; Wang S; Patterson S
IEEE Trans Neural Netw Learn Syst; 2023 Sep; PP():. PubMed ID: 37738192
[TBL] [Abstract][Full Text] [Related]
3. A Communication-Efficient, Privacy-Preserving Federated Learning Algorithm Based on Two-Stage Gradient Pruning and Differentiated Differential Privacy.
Li Y; Du W; Han L; Zhang Z; Liu T
Sensors (Basel); 2023 Nov; 23(23):. PubMed ID: 38067678
[TBL] [Abstract][Full Text] [Related]
4. Dynamic Asynchronous Anti Poisoning Federated Deep Learning with Blockchain-Based Reputation-Aware Solutions.
Chen Z; Cui H; Wu E; Yu X
Sensors (Basel); 2022 Jan; 22(2):. PubMed ID: 35062645
[TBL] [Abstract][Full Text] [Related]
5. 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]
6. Federated learning for computational pathology on gigapixel whole slide images.
Lu MY; Chen RJ; Kong D; Lipkova J; Singh R; Williamson DFK; Chen TY; Mahmood F
Med Image Anal; 2022 Feb; 76():102298. PubMed ID: 34911013
[TBL] [Abstract][Full Text] [Related]
7. Balancing Accuracy and Privacy in Federated Queries of Clinical Data Repositories: Algorithm Development and Validation.
Yu YW; Weber GM
J Med Internet Res; 2020 Nov; 22(11):e18735. PubMed ID: 33141090
[TBL] [Abstract][Full Text] [Related]
8. A(DP)
Xu J; Zhang W; Wang F
IEEE Trans Pattern Anal Mach Intell; 2022 Nov; 44(11):8036-8047. PubMed ID: 34449356
[TBL] [Abstract][Full Text] [Related]
9. FL-QSAR: a federated learning-based QSAR prototype for collaborative drug discovery.
Chen S; Xue D; Chuai G; Yang Q; Liu Q
Bioinformatics; 2021 Apr; 36(22-23):5492-5498. PubMed ID: 33289524
[TBL] [Abstract][Full Text] [Related]
10. 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]
11. Generalized genomic data sharing for differentially private federated learning.
Aziz MMA; Anjum MM; Mohammed N; Jiang X
J Biomed Inform; 2022 Aug; 132():104113. PubMed ID: 35690350
[TBL] [Abstract][Full Text] [Related]
12. Privacy-preserving federated neural network learning for disease-associated cell classification.
Sav S; Bossuat JP; Troncoso-Pastoriza JR; Claassen M; Hubaux JP
Patterns (N Y); 2022 May; 3(5):100487. PubMed ID: 35607628
[TBL] [Abstract][Full Text] [Related]
13. Multi-Stage Asynchronous Federated Learning With Adaptive Differential Privacy.
Li Y; Yang S; Ren X; Shi L; Zhao C
IEEE Trans Pattern Anal Mach Intell; 2024 Feb; 46(2):1243-1256. PubMed ID: 37956007
[TBL] [Abstract][Full Text] [Related]
14. FedSGDCOVID: Federated SGD COVID-19 Detection under Local Differential Privacy Using Chest X-ray Images and Symptom Information.
Ho TT; Tran KD; Huang Y
Sensors (Basel); 2022 May; 22(10):. PubMed ID: 35632136
[TBL] [Abstract][Full Text] [Related]
15. Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results.
Li X; Gu Y; Dvornek N; Staib LH; Ventola P; Duncan JS
Med Image Anal; 2020 Oct; 65():101765. PubMed ID: 32679533
[TBL] [Abstract][Full Text] [Related]
16. High performance logistic regression for privacy-preserving genome analysis.
De Cock M; Dowsley R; Nascimento ACA; Railsback D; Shen J; Todoki A
BMC Med Genomics; 2021 Jan; 14(1):23. PubMed ID: 33472626
[TBL] [Abstract][Full Text] [Related]
17. Advancing Federated Learning through Verifiable Computations and Homomorphic Encryption.
Zhang B; Lu G; Qiu P; Gui X; Shi Y
Entropy (Basel); 2023 Nov; 25(11):. PubMed ID: 37998241
[TBL] [Abstract][Full Text] [Related]
18. 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]
19. 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]
20. Federated learning for preserving data privacy in collaborative healthcare research.
Loftus TJ; Ruppert MM; Shickel B; Ozrazgat-Baslanti T; Balch JA; Efron PA; Upchurch GR; Rashidi P; Tignanelli C; Bian J; Bihorac A
Digit Health; 2022; 8():20552076221134455. PubMed ID: 36325438
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
