Finding Maximum Tolerated Dose in Phase I Oncology Clinical Trials with Bayesian Methods

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Abstract
Maximum tolerated dose (MTD) is a maximal amount of drug or radiation re-
sulting relatively acceptable dose-limiting toxicity (DLT). Accurate value of MTD should
be found in Phase I trials in order to create the possibility to conduct successful Phase II
(pilot efficacy and safety evaluation) and Phase III (comparative efficacy) trials. The aim
of this paper is to review the difficulties of the dose-finding methods including multi-agent
problems and late-onset toxicities, and to discuss Bayesian adaptive dose-finding methods
which can handle these issues.
- Title
- Finding Maximum Tolerated Dose in Phase I Oncology Clinical Trials with Bayesian Methods
- Author
- Sápi, Johanna
- xmlui.dri2xhtml.METS-1.0.item-date-issued
- 2024
- xmlui.dri2xhtml.METS-1.0.item-rights-access
- Open access
- xmlui.dri2xhtml.METS-1.0.item-identifier-issn
- 1785-8860
- xmlui.dri2xhtml.METS-1.0.item-language
- en
- xmlui.dri2xhtml.METS-1.0.item-format-page
- 17 p.
- xmlui.dri2xhtml.METS-1.0.item-subject-oszkar
- maximum tolerated dose (MTD), dose-limiting toxicity (DLT), Continual Reassessment Method (CRM), Time-To-Event Continual Reassessment Method (TITE- CRM), copula regression model, logistic regression model, delayed toxicities, late-onset toxicity model
- xmlui.dri2xhtml.METS-1.0.item-description-version
- Kiadói változat
- xmlui.dri2xhtml.METS-1.0.item-identifiers
- DOI: 10.12700/APH.21.6.2024.6.7
- xmlui.dri2xhtml.METS-1.0.item-other-containerTitle
- Acta Polytechnica Hungarica
- xmlui.dri2xhtml.METS-1.0.item-other-containerPeriodicalYear
- 2024
- xmlui.dri2xhtml.METS-1.0.item-other-containerPeriodicalVolume
- 21. évf.
- xmlui.dri2xhtml.METS-1.0.item-other-containerPeriodicalNumber
- 6. sz.
- xmlui.dri2xhtml.METS-1.0.item-type-type
- Tudományos cikk
- xmlui.dri2xhtml.METS-1.0.item-subject-area
- Orvostudományok - klinikai orvostudományok
- xmlui.dri2xhtml.METS-1.0.item-publisher-university
- Óbudai Egyetem