Keyboard
Keyboard implements dose-finding designs in R for oncology trials to identify the maximum tolerated dose (MTD) and optimal biological dose (OBD) for cytotoxic and cytostatic agents.
Key Features:
- Design implementation: Implements the Keyboard single-agent MTD design (Yan et al.), drug-combination MTD designs (Pan et al.), and the phase I/II OBD-finding method (Li et al.).
- Dose escalation and de-escalation boundaries: Functions beginning with get.boundary(...) determine dose escalation and de-escalation boundaries.
- MTD selection: Functions beginning with select.mtd(...) identify the MTD at trial completion.
- OBD selection: Functions beginning with select.obd(...) select the OBD at trial completion.
- Operating characteristics: Functions beginning with get.oc(...) generate operating characteristics for design evaluation.
- Bayesian designs: Integrates Bayesian statistical designs for dose-finding analyses.
Scientific Applications:
- Single-Agent Trials: Facilitates MTD determination for single-agent oncology trials targeting prespecified toxicity rates.
- Drug-Combination Trials: Supports MTD finding in combination trials involving multiple agents.
- Phase I/II Trials: Enables simultaneous consideration of toxicity and efficacy to determine OBD in phase I/II trials, including for cytostatic agents.
Methodology:
Implements the Keyboard design (Yan et al.), combination MTD designs (Pan et al.), and the phase I/II OBD method (Li et al.); provides functions get.boundary(...), select.mtd(...), select.obd(...), and get.oc(...); and integrates Bayesian statistical designs.
Topics
Details
- License:
- GPL-2.0
- Tool Type:
- library
- Programming Languages:
- R
- Added:
- 10/4/2021
- Last Updated:
- 10/4/2021
Operations
Publications
Sun H, Li C, Cheng C, Li T, Pan H. Keyboard: An R Package Suite for Early Phase Dose-finding Designs. Unknown Journal. 2021. doi:10.21203/rs.3.rs-400107/v1.