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HIGH-DIMENSIONAL A-LEARNING FOR OPTIMAL DYNAMIC TREATMENT REGIMES

Precision medicine is a medical paradigm that focuses on finding the most effective treatment decision based on individual patient information. For many complex diseases, such as cancer, treatment decisions need to be tailored over time according to patients’ responses to previous treatments. Such a...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Ann Stat
Hauptverfasser: Shi, Chengchun, Fan, Alin, Song, Rui, Lu, Wenbin
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2018
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5966293/
https://ncbi.nlm.nih.gov/pubmed/29805186
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/17-AOS1570
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