Estimating individualized optimal combination therapies through outcome weighted deep learning algorithms.

Liang, Muxuan

Estimating individualized optimal combination therapies through outcome weighted deep learning algorithms. [electronic resource] - Statistics in medicine 11 2018 - 3869-3886 p. digital

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

1097-0258

10.1002/sim.7902 doi


Algorithms
Decision Support Techniques
Drug Therapy, Combination--methods
Humans
Machine Learning
Models, Statistical
Precision Medicine--methods
Statistics as Topic--methods
Stochastic Processes
Treatment Outcome