Perspectives from Causal Inference in the Era of Big (Healthcare) Data

被引：0

作者：

Gruber, Susan ^{[1
,2
]}

Funk, Michele Jonsson ^{[3
]}

Platt, Robert ^{[4
]}

Robins, James M. ^{[5
,6
]}

Schnitzer, Mireille ^{[7
]}

Sturmer, Til ^{[3
]}

Walker, Alexander M. ^{[8
]}

机构：

[1] Harvard Med Sch, Dept Populat Med, Boston, MA USA

[2] Harvard Pilgrim Hlth Care Inst, Boston, MA USA

[3] UNC Gillings Sch Global Publ Hlth, Dept Epidemiol, Chapel Hill, NC USA

[4] McGill Univ, Dept Epidemiol Biostat & Occupat Hlth, Montreal, PQ, Canada

[5] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA USA

[6] Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA USA

[7] Univ Montreal, Fac Pharm, Montreal, PQ, Canada

[8] WHISCON, Newton, MA USA

来源：

PHARMACOEPIDEMIOLOGY AND DRUG SAFETY | 2016年 / 25卷

关键词：

D O I：

暂无

中图分类号：

R1 [预防医学、卫生学];

学科分类号：

1004 ; 120402 ;

摘要：

475

引用

页码：278 / 279

页数：2

共 50 条

[31] The use of big data in healthcare in Brazil: perspectives for the near future
Porto Chiavegatto Filho, Alexandre Dias
[J]. EPIDEMIOLOGIA E SERVICOS DE SAUDE, 2015, 24 (02): : 325 - 332
[32] ZaliQL: Causal Inference from Observational Data at Scale
Salimi, Babak
Cole, Corey
Ports, Dan R. K.
Suciu, Dan
[J]. PROCEEDINGS OF THE VLDB ENDOWMENT, 2017, 10 (12): : 1957 - 1960
[33] From Causal Inference and Data Fusion to an Automated Scientist
Bareinboim, Elias
[J]. IEEE INTELLIGENT SYSTEMS, 2016, 31 (01) : 58 - 58
[34] Attributes for Causal Inference in Electronic Healthcare Databases
Reps, Jenna
Garibaldi, Jonathan M.
Aickelin, Uwe
Soria, Daniele
Gibson, Jack E.
Hubbard, Richard B.
[J]. 2013 IEEE 26TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), 2013, : 548 - 549
[35] Data integration in causal inference
Shi, Xu
Pan, Ziyang
Miao, Wang
[J]. WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 2023, 15 (01)
[36] Causal inference and observational data
Ivan Olier
Yiqiang Zhan
Xiaoyu Liang
Victor Volovici
[J]. BMC Medical Research Methodology, 23
[37] Causal inference with observational data
Nichols, Austin
[J]. STATA JOURNAL, 2007, 7 (04): : 507 - 541
[38] Causal inference and observational data
Olier, Ivan
Zhan, Yiqiang
Liang, Xiaoyu
Volovici, Victor
[J]. BMC MEDICAL RESEARCH METHODOLOGY, 2023, 23 (01)
[39] Big Data and Causal Inference What Does a New Analysis of the UK BioBank Data Tell Us?
Tu, Wanzhu
Pratt, J. Howard
[J]. HYPERTENSION, 2020, 75 (03) : 625 - 627
[40] Fresh Perspectives on an Old Method Secondary Analysis in a Big Data Era
Moore, Emily F.
Thomas, Karen
Gephart, Sheila M.
[J]. CIN-COMPUTERS INFORMATICS NURSING, 2021, 39 (08) : 393 - 399

← 1 2 3 4 5 →