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Heterogeneous treatment effect estimation with subpopulation
  identification for personalized medicine in opioid use disorder

Heterogeneous treatment effect estimation with subpopulation identification for personalized medicine in opioid use disorder

30 January 2024
Seungyeon Lee
Ruoqi Liu
Wenyu Song
Ping Zhang
    CML
ArXiv (abs)PDFHTML

Papers citing "Heterogeneous treatment effect estimation with subpopulation identification for personalized medicine in opioid use disorder"

5 / 5 papers shown
Title
Identifying Heterogeneous Treatment Effects in Multiple Outcomes using
  Joint Confidence Intervals
Identifying Heterogeneous Treatment Effects in Multiple Outcomes using Joint Confidence Intervals
Peniel Argaw
E. Healey
I. Kohane
CML
48
4
0
02 Dec 2022
On Inductive Biases for Heterogeneous Treatment Effect Estimation
On Inductive Biases for Heterogeneous Treatment Effect Estimation
Alicia Curth
M. Schaar
CML
183
84
0
07 Jun 2021
VCNet and Functional Targeted Regularization For Learning Causal Effects
  of Continuous Treatments
VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments
Lizhen Nie
Mao Ye
Qiang Liu
D. Nicolae
CML
72
71
0
14 Mar 2021
Adapting Neural Networks for the Estimation of Treatment Effects
Adapting Neural Networks for the Estimation of Treatment Effects
Claudia Shi
David M. Blei
Victor Veitch
CML
148
376
0
05 Jun 2019
Learning Counterfactual Representations for Estimating Individual
  Dose-Response Curves
Learning Counterfactual Representations for Estimating Individual Dose-Response Curves
Patrick Schwab
Lorenz Linhardt
Stefan Bauer
J. M. Buhmann
W. Karlen
CMLOOD
80
135
0
03 Feb 2019
1