Dynamic treatment regime

In medical decision making, dynamic treatment regimes are

See also

• Reinforcement learning
• Q learning
• Personalized medicine

References

• Murphy, Susan A. (2008). "Dynamic Treatment Regimes". Encyclopedia of Medical Decision Making: #–#. {{cite journal}}: Unknown parameter |coauthors= ignored (|author= suggested) (help)CS1 maint: extra punctuation (link)

• Murphy, Susan A. (2005). "An Experimental Design for the Development of Adaptive Treatment Strategies". Statistics in Medicine. 24: 1455–1481.

• Murphy, Susan A. (2003). "Optimal Dynamic Treatment Regimes". Journal of the Royal Statistical Society, Series B. 65 (2): 331–366.

• Sutton, Richard S. (1998). Reinforcement Learning: An Introduction. MIT Press. ISBN 0-262-19398-1. refSutton1998. {{cite book}}: Unknown parameter |coauthors= ignored (|author= suggested) (help)

• Peters, Jan (2003). "Reinforcement Learning for Humanoid Robotics" (PDF). IEEE-RAS International Conference on Humanoid Robots. {{cite conference}}: Unknown parameter |booktitle= ignored (|book-title= suggested) (help); Unknown parameter |coauthors= ignored (|author= suggested) (help)

• Murphy, Susan A. (2001). "Marginal Mean Models for Dynamic Regimes". Journal of the American Statistical Association. 96: 1410–1423. {{cite journal}}: Unknown parameter |coauthors= ignored (|author= suggested) (help)CS1 maint: extra punctuation (link)

• Robins, James M. (1986). "A new approach to causal inference in mortality studies with sustained exposure periods-application to control of the healthy worker survivor effect". Computers and Mathematics with Applications. 14: 1393–1512.

• Robins, James M. (1987). "Adendum to "A new approach to causal inference in mortality studies with sustained exposure periods-application to control of the healthy worker survivor effect"". Computers and Mathematics with Applications. 14: 923–945.

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