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Reinforcement Learning Strategies for Clinical Trials in Non-small Cell Lung Cancer

Typical regimens for advanced metastatic stage IIIB/IV non-small cell lung cancer (NSCLC) consist of multiple lines of treatment. We present an adaptive reinforcement learning approach to discover optimal individualized treatment regimens from a specially designed clinical trial (a “clinical reinfor...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Zhao, Yufan, Zeng, Donglin, Socinski, Mark A., Kosorok, Michael R.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2011
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3138840/
https://ncbi.nlm.nih.gov/pubmed/21385164
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2011.01572.x
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