A novel Bayesian seamless phase I/II design.

This paper proposes a novel bayesian phase I/II design featuring using a hybrid mTPI method in phase I for targeting the MTD level and a randomization allocation schema for adaptively assigning patients to desirable doses in phase II. The mechanism of simultaneously escalating dose in phase I and ex...

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Autores principales: Haitao Pan, Ping Huang, Zuoren Wang, Ling Wang, Chanjuan Li, Jielai Xia
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2013
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Acceso en línea:https://doaj.org/article/c28b4f8fc7bf4b3081b4aec5fe47035a
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spelling oai:doaj.org-article:c28b4f8fc7bf4b3081b4aec5fe47035a2021-11-18T08:56:59ZA novel Bayesian seamless phase I/II design.1932-620310.1371/journal.pone.0073060https://doaj.org/article/c28b4f8fc7bf4b3081b4aec5fe47035a2013-01-01T00:00:00Zhttps://www.ncbi.nlm.nih.gov/pmc/articles/pmid/24023809/pdf/?tool=EBIhttps://doaj.org/toc/1932-6203This paper proposes a novel bayesian phase I/II design featuring using a hybrid mTPI method in phase I for targeting the MTD level and a randomization allocation schema for adaptively assigning patients to desirable doses in phase II. The mechanism of simultaneously escalating dose in phase I and expanding promising doses to phase II is inherited from a design proposed in literature. Extensive simulation studies indicate that our proposed design can vastly save sample size and efficiently assign more patients to optimal dose when compared to two competing designs.Haitao PanPing HuangZuoren WangLing WangChanjuan LiJielai XiaPublic Library of Science (PLoS)articleMedicineRScienceQENPLoS ONE, Vol 8, Iss 9, p e73060 (2013)
institution DOAJ
collection DOAJ
language EN
topic Medicine
R
Science
Q
spellingShingle Medicine
R
Science
Q
Haitao Pan
Ping Huang
Zuoren Wang
Ling Wang
Chanjuan Li
Jielai Xia
A novel Bayesian seamless phase I/II design.
description This paper proposes a novel bayesian phase I/II design featuring using a hybrid mTPI method in phase I for targeting the MTD level and a randomization allocation schema for adaptively assigning patients to desirable doses in phase II. The mechanism of simultaneously escalating dose in phase I and expanding promising doses to phase II is inherited from a design proposed in literature. Extensive simulation studies indicate that our proposed design can vastly save sample size and efficiently assign more patients to optimal dose when compared to two competing designs.
format article
author Haitao Pan
Ping Huang
Zuoren Wang
Ling Wang
Chanjuan Li
Jielai Xia
author_facet Haitao Pan
Ping Huang
Zuoren Wang
Ling Wang
Chanjuan Li
Jielai Xia
author_sort Haitao Pan
title A novel Bayesian seamless phase I/II design.
title_short A novel Bayesian seamless phase I/II design.
title_full A novel Bayesian seamless phase I/II design.
title_fullStr A novel Bayesian seamless phase I/II design.
title_full_unstemmed A novel Bayesian seamless phase I/II design.
title_sort novel bayesian seamless phase i/ii design.
publisher Public Library of Science (PLoS)
publishDate 2013
url https://doaj.org/article/c28b4f8fc7bf4b3081b4aec5fe47035a
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