SAS to R: Opportunities and Challenges in SDTM and ADaM Transformation
Source category: Coding Tips & Tricks
Author collections: Jalendhar Ettedi
THE COMMUNITY ARCHIVE
ADaM Papers and PresentationsPage 3
Analysis datasets connect collected clinical data to statistical results. Explore papers on ADaM structures, traceability, analysis flags and implementation choices. Read examples against the standards version and study context in the original publication.
309 papers · Showing 41–60
SDTMIG v4.0: Are You Ready For It?
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
Author collections: Kristin Kelly
Streamlining Statistical Programming with R: ADaM and TFL Validation Through a Compliant R Programming Environment
Source category: Scripts, Macros & Automation
SUPP to NSV: Transforming Data Representation for Improved Reviewer Utility
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
Author collections: Soumya Rajesh
Time-to-Event Analysis in Pain Management: A Case Study of the Double Stopwatch Method and ADaM Dataset Development in Relation to Rescue Medication
Source category: Analytics & Statistics & Analytical Risk-Based Monitoring
Two Approaches to Phase-Specific TRTEMFL in ADAE: A Neoadjuvant–Adjuvant Case with Surgery Between Phases
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
Utilizing AI for Automated Conversion of ADaM Specifications to R Code
Source category: Artificial Intelligence, Machine Learning and Large Language Models
Author collections: Alice Ehmann · Kjersten Offenbecker
Why Standards Matter More Than Code in the Age of GenAI
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
Author collections: Bhavin Busa
A discussion of the new ADaM guidance (ADNCA and ADPPK) for pharmacokinetics.
Source category: Data Standards
Author collections: Luke Reinbolt
A Novel Pipeline for Generating Realistic Synthetic CDISC ADaM Datasets Using Large Language Models and Knowledge Graphs
Source category: Machine Learning, AI and Large Language Models
ADaM and TFLs for Drug-induced Liver Injury (DILI) Analysis
Source category: Submission Standards
Author collections: Song Liu · Rambabu Sura
ADaM Conformance Rules: Bridging the Gap Between Standards and Practice
Source category: Data Standards & Governance (DS)
Author collections: Rafik Ghazaryan
ADaM Fundamental Principles vs. Rules: Which to Follow, When, and Why?
Source category: Data Standards
Author collections: Sandra Minjoe · Mario Widel
ADaM implementation for Anti-drug Antibody Data
Source category: e-Posters
Author collections: Jiannan Kang · Luke Reinbolt
ADaM Pet Peeves: Things Programmers Do That Make Us Crazy
Source category: Data Standards
Author collections: Sandra Minjoe · Nancy Brucken
Advanced Programming with R: Leveraging Tidyverse and Admiral for ADaM Dataset Creation with a Comparison to SAS
Source category: R, Python, and Open Source Technologies
Author collections: Joshua Cook · Richann Watson
Approaches to Developing Multiple Imputation ADaM Datasets
Source category: Strategic Implementation & Innovation
Author collections: Kang Xie
Around the Data DOSE-y Doe, How Much Fun Can Your Data Can Be: Using DOSExx Variables within ADaM Data Sets
Source category: Pharma and Healthcare
Author collections: Inka Leprince · Richann Watson
BDS Dataset with PARQUAL and PARQTYP Variables for Time-to-Safety Events Analysis
Source category: Data Standards
Author collections: Kang Xie
Bridging the Gap: Translating Intercurrent Events into Analysis-Ready ADaM Datasets
Source category: Poster Presentations (PP)