In real-world applications of reinforcement learning, it is often challe...
We establish the asymptotic behavior of change-plane estimators. Two typ...
Malaria is an infectious disease affecting a large population across the...
The complexity of human cancer often results in significant heterogeneit...
Sequential Multiple Assignment Randomized Trials (SMARTs) are considered...
An important problem in forensic analyses is identifying the provenance ...
There is increasing interest in using streaming data to inform decision
...
Individualized treatment rules aim to identify if, when, which, and to w...
In this entry we review the generalization error for classification and
...
Wearable devices including accelerometers are increasingly being used to...
Pursuit-evasion is a multi-agent sequential decision problem wherein a g...
Tooth loss from periodontal disease is a major public health burden in t...
Many problems that appear in biomedical decision making, such as diagnos...
There is tremendous interest in precision medicine as a means to improve...
Advances in mobile computing technologies have made it possible to monit...
The vision for precision medicine is to use individual patient
character...
Dynamic treatment regimes operationalize the clinical decision process a...
In clinical practice, physicians make a series of treatment decisions ov...