BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

231 related articles for article (PubMed ID: 34106083)

  • 1. Implementing Vertical Federated Learning Using Autoencoders: Practical Application, Generalizability, and Utility Study.
    Cha D; Sung M; Park YR
    JMIR Med Inform; 2021 Jun; 9(6):e26598. PubMed ID: 34106083
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Federated Learning on Clinical Benchmark Data: Performance Assessment.
    Lee GH; Shin SY
    J Med Internet Res; 2020 Oct; 22(10):e20891. PubMed ID: 33104011
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Neural gradient boosting in federated learning for hemodynamic instability prediction: towards a distributed and scalable deep learning-based solution.
    Manni F; Bukharev A; Jain A; Moorthy S; Rahman A; Bucur A
    AMIA Annu Symp Proc; 2022; 2022():729-738. PubMed ID: 37128389
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Methods and Impact for Using Federated Learning to Collaborate on Clinical Research.
    Cheung ATM; Nasir-Moin M; Fred Kwon YJ; Guan J; Liu C; Jiang L; Raimondo C; Chotai S; Chambless L; Ahmad HS; Chauhan D; Yoon JW; Hollon T; Buch V; Kondziolka D; Chen D; Al-Aswad LA; Aphinyanaphongs Y; Oermann EK
    Neurosurgery; 2023 Feb; 92(2):431-438. PubMed ID: 36399428
    [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. 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]  

  • 7. A Critical Evaluation of Privacy and Security Threats in Federated Learning.
    Asad M; Moustafa A; Yu C
    Sensors (Basel); 2020 Dec; 20(24):. PubMed ID: 33333854
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Survey of Medical Applications of Federated Learning.
    Choi G; Cha WC; Lee SU; Shin SY
    Healthc Inform Res; 2024 Jan; 30(1):3-15. PubMed ID: 38359845
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Federated Learning for Privacy-Aware Human Mobility Modeling.
    Ezequiel CEJ; Gjoreski M; Langheinrich M
    Front Artif Intell; 2022; 5():867046. PubMed ID: 35837615
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Stochastic Channel-Based Federated Learning With Neural Network Pruning for Medical Data Privacy Preservation: Model Development and Experimental Validation.
    Shao R; He H; Chen Z; Liu H; Liu D
    JMIR Form Res; 2020 Dec; 4(12):e17265. PubMed ID: 33350391
    [TBL] [Abstract][Full Text] [Related]  

  • 11. A multicenter random forest model for effective prognosis prediction in collaborative clinical research network.
    Li J; Tian Y; Zhu Y; Zhou T; Li J; Ding K; Li J
    Artif Intell Med; 2020 Mar; 103():101814. PubMed ID: 32143809
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Unsupervised abnormality detection through mixed structure regularization (MSR) in deep sparse autoencoders.
    Freiman M; Manjeshwar R; Goshen L
    Med Phys; 2019 May; 46(5):2223-2231. PubMed ID: 30821364
    [TBL] [Abstract][Full Text] [Related]  

  • 13. A survey on federated learning: challenges and applications.
    Wen J; Zhang Z; Lan Y; Cui Z; Cai J; Zhang W
    Int J Mach Learn Cybern; 2023; 14(2):513-535. PubMed ID: 36407495
    [TBL] [Abstract][Full Text] [Related]  

  • 14. 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]  

  • 15. Federated Learning-Based Detection of Invasive Carcinoma of No Special Type with Histopathological Images.
    Agbley BLY; Li J; Hossin MA; Nneji GU; Jackson J; Monday HN; James EC
    Diagnostics (Basel); 2022 Jul; 12(7):. PubMed ID: 35885573
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Federated learning improves site performance in multicenter deep learning without data sharing.
    Sarma KV; Harmon S; Sanford T; Roth HR; Xu Z; Tetreault J; Xu D; Flores MG; Raman AG; Kulkarni R; Wood BJ; Choyke PL; Priester AM; Marks LS; Raman SS; Enzmann D; Turkbey B; Speier W; Arnold CW
    J Am Med Inform Assoc; 2021 Jun; 28(6):1259-1264. PubMed ID: 33537772
    [TBL] [Abstract][Full Text] [Related]  

  • 17. 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]  

  • 18. Enhancing IoT Healthcare with Federated Learning and Variational Autoencoder.
    Bhatti DMS; Choi BJ
    Sensors (Basel); 2024 Jun; 24(11):. PubMed ID: 38894422
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Federated learning for generating synthetic data: a scoping review.
    Little C; Elliot M; Allmendinger R
    Int J Popul Data Sci; 2023; 8(1):2158. PubMed ID: 38414544
    [TBL] [Abstract][Full Text] [Related]  

  • 20. 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]  

    [Next]    [New Search]
    of 12.