BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

182 related articles for article (PubMed ID: 33847779)

  • 1. Distributed learning: a reliable privacy-preserving strategy to change multicenter collaborations using AI.
    Kirienko M; Sollini M; Ninatti G; Loiacono D; Giacomello E; Gozzi N; Amigoni F; Mainardi L; Lanzi PL; Chiti A
    Eur J Nucl Med Mol Imaging; 2021 Nov; 48(12):3791-3804. PubMed ID: 33847779
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Systematic Review of Privacy-Preserving Distributed Machine Learning From Federated Databases in Health Care.
    Zerka F; Barakat S; Walsh S; Bogowicz M; Leijenaar RTH; Jochems A; Miraglio B; Townend D; Lambin P
    JCO Clin Cancer Inform; 2020 Mar; 4():184-200. PubMed ID: 32134684
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Federated learning of predictive models from federated Electronic Health Records.
    Brisimi TS; Chen R; Mela T; Olshevsky A; Paschalidis IC; Shi W
    Int J Med Inform; 2018 Apr; 112():59-67. PubMed ID: 29500022
    [TBL] [Abstract][Full Text] [Related]  

  • 4. 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]  

  • 5. Privacy preserving distributed learning classifiers - Sequential learning with small sets of data.
    Zerka F; Urovi V; Bottari F; Leijenaar RTH; Walsh S; Gabrani-Juma H; Gueuning M; Vaidyanathan A; Vos W; Occhipinti M; Woodruff HC; Dumontier M; Lambin P
    Comput Biol Med; 2021 Sep; 136():104716. PubMed ID: 34364262
    [TBL] [Abstract][Full Text] [Related]  

  • 6. FeARH: Federated machine learning with anonymous random hybridization on electronic medical records.
    Cui J; Zhu H; Deng H; Chen Z; Liu D
    J Biomed Inform; 2021 May; 117():103735. PubMed ID: 33711540
    [TBL] [Abstract][Full Text] [Related]  

  • 7. 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]  

  • 8. 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]  

  • 9. 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]  

  • 10. 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]  

  • 11. 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]  

  • 12. 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]  

  • 13. Distributed learning on 20 000+ lung cancer patients - The Personal Health Train.
    Deist TM; Dankers FJWM; Ojha P; Scott Marshall M; Janssen T; Faivre-Finn C; Masciocchi C; Valentini V; Wang J; Chen J; Zhang Z; Spezi E; Button M; Jan Nuyttens J; Vernhout R; van Soest J; Jochems A; Monshouwer R; Bussink J; Price G; Lambin P; Dekker A
    Radiother Oncol; 2020 Mar; 144():189-200. PubMed ID: 31911366
    [TBL] [Abstract][Full Text] [Related]  

  • 14. dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning.
    Cao H; Zhang Y; Baumbach J; Burton PR; Dwyer D; Koutsouleris N; Matschinske J; Marcon Y; Rajan S; Rieg T; Ryser-Welch P; Späth J; ; Herrmann C; Schwarz E
    Bioinformatics; 2022 Oct; 38(21):4919-4926. PubMed ID: 36073911
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data.
    Gupta S; Kumar S; Chang K; Lu C; Singh P; Kalpathy-Cramer J
    Radiographics; 2023 Apr; 43(4):e220107. PubMed ID: 36862082
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Guaranteed distributed machine learning: Privacy-preserving empirical risk minimization.
    Owusu-Agyemang K; Qin Z; Benjamin A; Xiong H; Qin Z
    Math Biosci Eng; 2021 Jun; 18(4):4772-4796. PubMed ID: 34198465
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Infrastructure platform for privacy-preserving distributed machine learning development of computer-assisted theragnostics in cancer.
    Field M; Thwaites DI; Carolan M; Delaney GP; Lehmann J; Sykes J; Vinod S; Holloway L
    J Biomed Inform; 2022 Oct; 134():104181. PubMed ID: 36055639
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Gestational weight gain prediction using privacy preserving federated learning.
    Puri C; Dolui K; Kooijman G; Masculo F; Van Sambeek S; Den Boer S; Michiels S; Hallez H; Luca S; Vanrumste B
    Annu Int Conf IEEE Eng Med Biol Soc; 2021 Nov; 2021():2170-2174. PubMed ID: 34891718
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Privacy-preserving Model Training for Disease Prediction Using Federated Learning with Differential Privacy.
    Khanna A; Schaffer V; Gursoy G; Gerstein M
    Annu Int Conf IEEE Eng Med Biol Soc; 2022 Jul; 2022():1358-1361. PubMed ID: 36086138
    [TBL] [Abstract][Full Text] [Related]  

  • 20. PrivaTree: Collaborative Privacy-Preserving Training of Decision Trees on Biomedical Data.
    El Zein Y; Lemay M; Huguenin K
    IEEE/ACM Trans Comput Biol Bioinform; 2024; 21(1):1-13. PubMed ID: 37318960
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 10.