dfcrm: Dose-Finding by the Continual Reassessment Method

A dataset related to the Continual Reassessment Method for dose-finding in clinical trials, authored by Ken Cheung. It is hosted on the paperswithcode platform, which aggregates resources for machine learning research. The dataset's specific temporal coverage, size, and full content are not detailed in the provided metadata.

Use Cases

• Benchmarking CRM algorithm implementations against simulated or historical trial data (inferred from domain, verify after download)
• Training or validating statistical models for optimal dose selection in early-stage drug development (inferred from domain, verify after download)
• Educational purposes for teaching advanced clinical trial design methodologies (inferred from domain, verify after download)

Strengths

• Published on the paperswithcode platform, which aggregates peer-reviewed research resources.
• Authored by a researcher from a recognized institution (Columbia University).

Limitations

• Metadata is minimal; actual content requires verification after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count, file format, and license information are unknown, which may limit suitability assessment.

Provenance

Source

Ken Cheung <[email protected]>