BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

188 related articles for article (PubMed ID: 31816040)

  • 1. Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm.
    Duan R; Boland MR; Liu Z; Liu Y; Chang HH; Xu H; Chu H; Schmid CH; Forrest CB; Holmes JH; Schuemie MJ; Berlin JA; Moore JH; Chen Y
    J Am Med Inform Assoc; 2020 Mar; 27(3):376-385. PubMed ID: 31816040
    [TBL] [Abstract][Full Text] [Related]  

  • 2. ODAL: A one-shot distributed algorithm to perform logistic regressions on electronic health records data from multiple clinical sites.
    Duan R; Boland MR; Moore JH; Chen Y
    Pac Symp Biocomput; 2019; 24():30-41. PubMed ID: 30864308
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Learning from local to global: An efficient distributed algorithm for modeling time-to-event data.
    Duan R; Luo C; Schuemie MJ; Tong J; Liang CJ; Chang HH; Boland MR; Bian J; Xu H; Holmes JH; Forrest CB; Morton SC; Berlin JA; Moore JH; Mahoney KB; Chen Y
    J Am Med Inform Assoc; 2020 Jul; 27(7):1028-1036. PubMed ID: 32626900
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Robust-ODAL: Learning from heterogeneous health systems without sharing patient-level data.
    Tong J; Duan R; Li R; Scheuemie MJ; Moore JH; Chen Y
    Pac Symp Biocomput; 2020; 25():695-706. PubMed ID: 31797639
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Distributed Quasi-Poisson regression algorithm for modeling multi-site count outcomes in distributed data networks.
    Edmondson MJ; Luo C; Nazmul Islam M; Sheils NE; Buresh J; Chen Z; Bian J; Chen Y
    J Biomed Inform; 2022 Jul; 131():104097. PubMed ID: 35643272
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Identifying Clinical Risk Factors for Opioid Use Disorder using a Distributed Algorithm to Combine Real-World Data from a Large Clinical Data Research Network.
    Tong J; Chen Z; Duan R; Lo-Ciganic WH; Lyu T; Tao C; Merkel PA; Kranzler HR; Bian J; Chen Y
    AMIA Annu Symp Proc; 2020; 2020():1220-1229. PubMed ID: 33936498
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Multisite learning of high-dimensional heterogeneous data with applications to opioid use disorder study of 15,000 patients across 5 clinical sites.
    Liu X; Duan R; Luo C; Ogdie A; Moore JH; Kranzler HR; Bian J; Chen Y
    Sci Rep; 2022 Jun; 12(1):11073. PubMed ID: 35773438
    [TBL] [Abstract][Full Text] [Related]  

  • 8. An efficient and accurate distributed learning algorithm for modeling multi-site zero-inflated count outcomes.
    Edmondson MJ; Luo C; Duan R; Maltenfort M; Chen Z; Locke K; Shults J; Bian J; Ryan PB; Forrest CB; Chen Y
    Sci Rep; 2021 Oct; 11(1):19647. PubMed ID: 34608222
    [TBL] [Abstract][Full Text] [Related]  

  • 9. ODACH: a one-shot distributed algorithm for Cox model with heterogeneous multi-center data.
    Luo C; Duan R; Naj AC; Kranzler HR; Bian J; Chen Y
    Sci Rep; 2022 Apr; 12(1):6627. PubMed ID: 35459767
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Learning from vertically distributed data across multiple sites: An efficient privacy-preserving algorithm for Cox proportional hazards model with variable selection.
    Miao G; Yu L; Yang J; Bennett DA; Zhao J; Wu SS
    J Biomed Inform; 2024 Jan; 149():104581. PubMed ID: 38142903
    [TBL] [Abstract][Full Text] [Related]  

  • 11. One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites.
    Zhang D; Tong J; Stein R; Lu Y; Jing N; Yang Y; Boland MR; Luo C; Baldassano RN; Carroll RJ; Forrest CB; Chen Y
    J Biomed Inform; 2024 Feb; 150():104595. PubMed ID: 38244958
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Privacy-Preserving Methods for Vertically Partitioned Incomplete Data.
    Deng Y; Jiang X; Long Q
    AMIA Annu Symp Proc; 2020; 2020():348-357. PubMed ID: 33936407
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Padé approximant meets federated learning: A nearly lossless, one-shot algorithm for evidence synthesis in distributed research networks with rare outcomes.
    Wu Q; Schuemie MJ; Suchard MA; Ryan P; Hripcsak GM; Rohde CA; Chen Y
    J Biomed Inform; 2023 Sep; 145():104476. PubMed ID: 37598737
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Privacy-protecting estimation of adjusted risk ratios using modified Poisson regression in multi-center studies.
    Shu D; Young JG; Toh S
    BMC Med Res Methodol; 2019 Dec; 19(1):228. PubMed ID: 31805872
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Learning competing risks across multiple hospitals: one-shot distributed algorithms.
    Zhang D; Tong J; Jing N; Yang Y; Luo C; Lu Y; Christakis DA; Güthe D; Hornig M; Kelleher KJ; Morse KE; Rogerson CM; Divers J; Carroll RJ; Forrest CB; Chen Y
    J Am Med Inform Assoc; 2024 Apr; 31(5):1102-1112. PubMed ID: 38456459
    [TBL] [Abstract][Full Text] [Related]  

  • 16. A privacy-preserving and computation-efficient federated algorithm for generalized linear mixed models to analyze correlated electronic health records data.
    Yan Z; Zachrison KS; Schwamm LH; Estrada JJ; Duan R
    PLoS One; 2023; 18(1):e0280192. PubMed ID: 36649349
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Privacy-preserving model learning on a blockchain network-of-networks.
    Kuo TT; Kim J; Gabriel RA
    J Am Med Inform Assoc; 2020 Mar; 27(3):343-354. PubMed ID: 31943009
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Secure and scalable deduplication of horizontally partitioned health data for privacy-preserving distributed statistical computation.
    Yigzaw KY; Michalas A; Bellika JG
    BMC Med Inform Decis Mak; 2017 Jan; 17(1):1. PubMed ID: 28049465
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Privacy-protecting, reliable response data discovery using COVID-19 patient observations.
    Kim J; Neumann L; Paul P; Day ME; Aratow M; Bell DS; Doctor JN; Hinske LC; Jiang X; Kim KK; Matheny ME; Meeker D; Pletcher MJ; Schilling LM; SooHoo S; Xu H; Zheng K; Ohno-Machado L;
    J Am Med Inform Assoc; 2021 Jul; 28(8):1765-1776. PubMed ID: 34051088
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Privacy-Preserving Analysis of Distributed Biomedical Data: Designing Efficient and Secure Multiparty Computations Using Distributed Statistical Learning Theory.
    Dankar FK; Madathil N; Dankar SK; Boughorbel S
    JMIR Med Inform; 2019 Apr; 7(2):e12702. PubMed ID: 31033449
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 10.