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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Public Library of Science (PLoS)
2013
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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) |
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Medicine R Science Q |
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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 |
work_keys_str_mv |
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