Enhancing ADaM Specification Validation and Generation of SAS Codes Using LLM through Amazon Bedrock: A Practical Framework
Source category: AI in Pharma, Biotech and Clinical Data Science
Author collections: Pavan Kumar Tatikonda · Ryo Nakaya
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ADaM Papers and PresentationsPage 2
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 21–40
Enhancing CDISC Standards Implementation (SDTM and ADaM) with PROC FCMP, PROC IML and Macro Loop Integration in Oncology Clinical Trials.
Source category: ePosters
Author collections: Ajay Gupta · Misikir Tesfaye
Following Your Footsteps: Maintaining Traceability in ADaM Datasets
Source category: Hands-On Training
Author collections: Nancy Brucken · Karl Miller
Friction to Flow: LLM-Based Automation of Clinical Data Workflows
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
Author collections: Pankaj Attri · Matt Becker
From Document to Derivation: Automating ADaM Variable and Endpoint Code Generation Using Study Specifications and Clinical Documents
Source category: Scripts, Macros & Automation
From Manual to Automated”: An SAS® and R-Based Toolkit for Scalable SDTM Generation
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
Author collections: Hardik Sheth
From Specification to SDTM at Speed: Deploying the SDTM Engine in Production
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
Author collections: Jacques Lanoue · Ulf Nielsen
Handling multiple screenings and multiple enrollments in SDTM: CDISC and FDA Guidance
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
Author collections: Laura Williams
Harmonising gsm and the pharmaverse: Orchestrating SDTM, ADaM, TFLs and ARS in a Unified R Workflow
Source category: Open Source Technologies
Harnessing LLM-Augmented Automation for ADaM Dataset Generation
Source category: Artificial Intelligence, Machine Learning and Large Language Models
Human Beings Still Needed: Manual ADaM Checks that AI Can’t Do
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
Author collections: Sandra Minjoe · Mario Widel
Improving Risk-Based QA in Outsourced Studies Using Cross-Domain ADaM Derivation Comparisons
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
ISO 8601 and SAS®—and R! A Practical Approach
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
Author collections: Derek Morgan · Marckenley Mercie
Mapping Minimal Residual Disease (MRD) Biomarker Data in Haematologic Malignancies: Clinical Significance and Data Standards in SDTM and ADaM
Source category: Data Standards, Governance & Implementation
Author collections: Jyothi Nelakurthi
Navigating the Statistical Programming Strategies for Cytokine Release Syndrome (CRS) and ICANS in Oncology Clinical Trials.
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
Author collections: Murali Kanakenahalli · Vamsi Kandimalla
Optimising Flexibility and Consistency in Statistical Programming for Platform Trials: Practical Approaches to Data Cut, SDTM, ADaM and TFL Setup
Source category: Poster Presentations
Author collections: Zhen (Laura) Li
Picking Up the Pieces: Implementation of (the forgotten) ADaM Naming Fragments
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
Author collections: Richann Watson · Karl Miller
Post-DBL Programming Update Tracker: Automating Revision Capture to Strengthen Audit Readiness, Oversight, and Compliance Across Programs and ADaM Specifications
Source category: Submission Standards for Global Health Authorities
Author collections: Yunyi Jiang · Christine Teng
Ready for Next Level SDTMs and ADaMs Compliance with End-to-End Processing?
Source category: Data Standards Implementation (CDISC, SEND, ADaM, SDTM)
Author collections: Sunil Gupta · Tomás Sabat Stofsel
Ready for Next-Level SDTM and ADaM Compliance with End-to-End Processing?
Source category: Data Handling & Engineering
Author collections: Sunil Gupta