Stop Hand-Coding VLM: Compile CDISC Dataset Specializations into Study Metadata
Compile CDISC Dataset Specializations into governed study VLM before test codes, units, origins, and codelists drift apart.
Clinical Intelligence & Insights.
Discover the latest strategies in clinical programming automation, CDISC standard implementation, and compliant data architectures.
RELREC That Reviewers Can Follow: Linking PR, TU, TR, and RS for RECIST 1.1
Build reviewer-readable links across scans, lesions, measurements, and RECIST 1.1 responses without relying on dates or sequence numbers.
Retiring --BLFL Without Breaking Baseline: Rebuilding SDTM Findings for --LOBXFL
Replace --BLFL with --LOBXFL in SDTM while keeping protocol baseline logic where it belongs: traceable and reproducible in ADaM.
Interim SDTM Without Invented Endpoints: Open Queries, Snapshot Cutoffs, and Honest DS Records
Build interim SDTM snapshots without inventing DS outcomes, hiding open queries, or turning a temporary cutoff into false study completion.
The SUPPQUAL Sunset: Re-architecting Legacy Mapping Pipelines for SDTMIG v4.0 Non-Standard Variables (NSVs)
Say goodbye to vertical transpose macros and QVAL string conversions. Learn how to transition your pipelines to SDTMIG v4.0's horizontal NS-- datasets.
Breaking the XPT Constraint: Tackling Charset Truncation and Metadata Drift in Dataset-JSON v1.1 Submissions
Ditch the 200-character limit without breaking your pipeline. Learn how to handle UTF-8 transcoding and metadata drift in CDISC Dataset-JSON v1.1.