These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.


BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

277 related articles for article (PubMed ID: 31911366)

  • 1. 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]  

  • 2. 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]  

  • 3. Privacy-preserving federated machine learning on FAIR health data: A real-world application.
    Sinaci AA; Gencturk M; Alvarez-Romero C; Laleci Erturkmen GB; Martinez-Garcia A; Escalona-Cuaresma MJ; Parra-Calderon CL
    Comput Struct Biotechnol J; 2024 Dec; 24():136-145. PubMed ID: 38434250
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Colorectal cancer health and care quality indicators in a federated setting using the Personal Health Train.
    Choudhury A; Janssen E; Bongers BC; van Meeteren NLU; Dekker A; van Soest J
    BMC Med Inform Decis Mak; 2024 May; 24(1):121. PubMed ID: 38724966
    [TBL] [Abstract][Full Text] [Related]  

  • 5. 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]  

  • 6. Predicting 30-Day Readmission Risk for Patients With Chronic Obstructive Pulmonary Disease Through a Federated Machine Learning Architecture on Findable, Accessible, Interoperable, and Reusable (FAIR) Data: Development and Validation Study.
    Alvarez-Romero C; Martinez-Garcia A; Ternero Vega J; Díaz-Jimènez P; Jimènez-Juan C; Nieto-Martín MD; Román Villarán E; Kovacevic T; Bokan D; Hromis S; Djekic Malbasa J; Beslać S; Zaric B; Gencturk M; Sinaci AA; Ollero Baturone M; Parra Calderón CL
    JMIR Med Inform; 2022 Jun; 10(6):e35307. PubMed ID: 35653170
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Infrastructure and distributed learning methodology for privacy-preserving multi-centric rapid learning health care: euroCAT.
    Deist TM; Jochems A; van Soest J; Nalbantov G; Oberije C; Walsh S; Eble M; Bulens P; Coucke P; Dries W; Dekker A; Lambin P
    Clin Transl Radiat Oncol; 2017 Jun; 4():24-31. PubMed ID: 29594204
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Distributed Skin Lesion Analysis Across Decentralised Data Sources.
    Mou Y; Welten S; Jaberansary M; Ucer Yediel Y; Kirsten T; Decker S; Beyan O
    Stud Health Technol Inform; 2021 May; 281():352-356. PubMed ID: 34042764
    [TBL] [Abstract][Full Text] [Related]  

  • 9. 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]  

  • 10. 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]  

  • 11. 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]  

  • 12. Patient clustering improves efficiency of federated machine learning to predict mortality and hospital stay time using distributed electronic medical records.
    Huang L; Shea AL; Qian H; Masurkar A; Deng H; Liu D
    J Biomed Inform; 2019 Nov; 99():103291. PubMed ID: 31560949
    [TBL] [Abstract][Full Text] [Related]  

  • 13. 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]  

  • 14. 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]  

  • 15. 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]  

  • 16. Fair compute loads enabled by blockchain: sharing models by alternating client and server roles.
    Kuo TT; Gabriel RA; Ohno-Machado L
    J Am Med Inform Assoc; 2019 May; 26(5):392-403. PubMed ID: 30892656
    [TBL] [Abstract][Full Text] [Related]  

  • 17. 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]  

  • 18. 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]  

  • 19. 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]  

  • 20. 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]  

    [Next]    [New Search]
    of 14.