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Anna Decker
Anna Decker
University of California, Berkeley
Medicine
Surgery
Causal inference
Regression
Intensive care medicine
7
Papers
107
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Identification of Latent Variables From Graphical Model Residuals
2021
arXiv: Machine Learning
Boris Hayete
Fred K. Gruber
Anna Decker
Raymond Yan
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Evolving beyond the vicious triad: Differential mediation of traumatic coagulopathy by injury, shock, and resuscitation
2015
Journal of Trauma-injury Infection and Critical Care
Matthew E. Kutcher
Benjamin M. Howard
Jason L. Sperry
Alan Hubbard
Anna Decker
Joseph Cuschieri
Joseph P. Minei
Ernest E. Moore
Bernard H. Brownstein
Ronald V. Maier
Mitchell J. Cohen
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Citations (36)
Statistical machines for trauma hospital outcomes research: Application to the PRospective, Observational, Multi-center Major trauma Transfusion (PROMMTT) study
2015
PLOS ONE
Sara Moore
Anna Decker
Alan Hubbard
Rachael A. Callcut
Erin E. Fox
Deborah J. del Junco
John B. Holcomb
Mohammad Hossein Rahbar
Charles E. Wade
Martin A. Schreiber
Louis H. Alarcon
Karen J. Brasel
Eileen M. Bulger
Bryan A. Cotton
Peter Muskat
John G. Myers
Herb A. Phelan
Mitchell J. Cohen
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Citations (4)
Time-dependent prediction and evaluation of variable importance using superlearning in high-dimensional clinical data
2013
Journal of Trauma-injury Infection and Critical Care
Alan Hubbard
Ivan Diaz Munoz
Anna Decker
John B. Holcomb
Martin A. Schreiber
Eileen M. Bulger
Karen J. Brasel
Erin E. Fox
Deborah J. del Junco
Charles E. Wade
Mohammad Hossein Rahbar
Bryan A. Cotton
Herb A. Phelan
John G. Myers
Louis H. Alarcon
Peter Muskat
Mitchell J. Cohen
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Citations (23)
1