Research production system
Workflows are where messy research questions become cohorts, tables, models, manuscripts, and replies that survive revision.
Workflow Areas
Table One Workflow In development
Build reproducible baseline characteristic tables from analysis-ready datasets.
Statistical Analysis Plan In development
Translate a clinical question into outcomes, exposures, covariates, estimands, models, and sensitivity analyses.
Manuscript Review In development
Review drafts for structure, claims, methods clarity, limitations, and evidence boundaries.
Reviewer Response In development
Organize reviewer comments, response strategy, revision tracking, and evidence-backed replies.
Data Dictionary to Dataset Planned
Convert REDCap, EHR, or data dictionary structures into analysis-ready variable maps.
Literature Review Workflow Planned
Create reproducible screening, synthesis, and evidence mapping workflows.
Direction
The long-term goal is a practical research workflow lab around clinical AI, biostatistics, real-world evidence, and AI-assisted scientific production.