Framework for approaching federated causal inference based on real-world observational data sources

被引：0
|
作者：
Meurisse, M. [1 ,2 ]
Schutte, N. [1 ]
Van Goethem, N. [1 ]
Estupinan-Romero, F. [3 ]
Bernal-Delgado, E. [3 ]
机构：
[1] Sciensano, Dept Epidemiol & Publ Hlth, Brussels, Belgium
[2] Catholic Univ Louvain, IREC EPID, Brussels, Belgium
[3] Inst Aragones Ciencias Salud, Data Sci Hlth Serv & Policy, Zaragoza, Spain
来源：
EUROPEAN JOURNAL OF PUBLIC HEALTH | 2024年 / 34卷
关键词：
D O I：
10.1093/eurpub/ckae144.682
中图分类号：
R1 [预防医学、卫生学];
学科分类号：
1004 ; 120402 ;
摘要：
ckae144.68
引用
收藏
页数：1
相关论文
共 50 条
  • [21] A global federated real-world data and analytics platform for research
    Palchuk, Matvey B.
    London, Jack W.
    Perez-Rey, David
    Drebert, Zuzanna J.
    Winer-Jones, Jessamine P.
    Thompson, Courtney N.
    Esposito, John
    Claerhout, Brecht
    JAMIA OPEN, 2023, 6 (02)
  • [22] Causal inference from observational data
    Listl, Stefan
    Juerges, Hendrik
    Watt, Richard G.
    COMMUNITY DENTISTRY AND ORAL EPIDEMIOLOGY, 2016, 44 (05) : 409 - 415
  • [23] Demonstration of TreeScan Techniques on a Federated Real-World Data Network
    Kundrot, S.
    Warnick, J.
    Erdman, C.
    Robert, K.
    Brown, J.
    DRUG SAFETY, 2022, 45 (10) : 1238 - 1239
  • [24] Engineering ontology-based access to real-world data sources
    Skjaeveland, Martin G.
    Giese, Martin
    Hovland, Dag
    Lian, Espen H.
    Waaler, Arild
    JOURNAL OF WEB SEMANTICS, 2015, 33 : 112 - 140
  • [25] Characterization of real-world data sources to support observational studies of biologics, including biosimilars in oncology
    Seals, Ryan M.
    Lockhart, Catherine
    Lin, Nancy
    Seeger, John D.
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2021, 30 : 164 - 165
  • [26] The data analysis and real-world interrogation network (DARWIN EU®): A federated network of data sources and services in the European Union
    Kurz, Xavier
    Segec, Andrej
    Domergue, Francois
    Arlett, Peter
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2022, 31 : 558 - 559
  • [27] Mutual Information Based Matching for Causal Inference with Observational Data
    Sun, Lei
    Nikolaev, Alexander G.
    JOURNAL OF MACHINE LEARNING RESEARCH, 2016, 17
  • [28] Two basic statistical strategies of conducting causal inference in real-world studies
    Fang, Yixin
    CONTEMPORARY CLINICAL TRIALS, 2020, 99
  • [29] Four targets: an enhanced framework for guiding causal inference from observational data
    Lu, Haidong
    Li, Fan
    Lesko, Catherine R.
    Fink, David S.
    Rudolph, Kara E.
    Harhay, Michael O.
    Rentsch, Christopher T.
    Fiellin, David A.
    Gonsalves, Gregg S.
    INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2025, 54 (01)
  • [30] AN OVERVIEW OF REAL-WORLD DATA SOURCES FOR REAL-WORLD STUDIES IN ONCOLOGY AND RARE DISEASES IN CHINA
    Jia, Y.
    Zhan, S.
    Guo, J. J.
    Cao, X.
    Zhang, Y. J.
    VALUE IN HEALTH, 2023, 26 (06) : S392 - S392
12345