scholarly journals Learning the Dynamic Treatment Regimes from Medical Registry Data through Deep Q-network

2019 ◽  
Vol 9 (1) ◽  
Author(s):  
Ning Liu ◽  
Ying Liu ◽  
Brent Logan ◽  
Zhiyuan Xu ◽  
Jian Tang ◽  
...  
Keyword(s):  
Registry Data ◽  
Treatment Regimes ◽  
Dynamic Treatment Regimes ◽  
Dynamic Treatment ◽  
Medical Registry

Constructing dynamic treatment regimes over indefinite time horizons

Biometrika ◽  
2018 ◽  
Vol 105 (4) ◽  
pp. 963-977 ◽  
Author(s):  
Ashkan Ertefaie ◽  
Robert L Strawderman
Keyword(s):  
Treatment Regimes ◽  
Dynamic Treatment Regimes ◽  
Time Horizons ◽  
Dynamic Treatment

scholarly journals Inference for non-regular parameters in optimal dynamic treatment regimes

2009 ◽  
Vol 19 (3) ◽  
pp. 317-343 ◽  
Author(s):  
Bibhas Chakraborty ◽  
Susan Murphy ◽  
Victor Strecher
Keyword(s):  
Treatment Regimes ◽  
Dynamic Treatment Regimes ◽  
Dynamic Treatment ◽  
Optimal Dynamic
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