mlsanityData to 7 Oct 2026

From RAGs to riches: Utilizing large language models to write documents for clinical trials

arXiv 2402.16406 ↗First posted 26 Feb 2024cs.CLcited by 6

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Abstract (arXiv)

This manuscript has now been published: - Link to article on journal website: https://journals.sagepub.com/doi/10.1177/17407745251320806 - Pubmed link: https://pubmed.ncbi.nlm.nih.gov/40013826/

Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). Builds on 6 of its 17 references that are in the map. First posted on arXiv 26 Feb 2024.

Builds on

6 of 17 references.

References · 6

  1. 2023GPT-4 Technical Reportcited by 18,132
  2. 2020Retrieval-Augmented Generation for Knowledge-Intensive NLP Taskscited by 9,160
  3. 2023Retrieval-Augmented Generation for Large Language Models: A Surveycited by 2,185
  4. 2023Matching Patients to Clinical Trials with Large Language Modelscited by 68
  5. 2024The Benefits of a Concise Chain of Thought on Problem-Solving in Large Language Modelscited by 62
  6. 2023AutoTrial: Prompting Language Models for Clinical Trial Designcited by 11

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 2; 2025: 3; 2026: 1.

6 papers.

  1. 2024LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented Generationcited by 6
  2. 2025A Survey on LLM-Assisted Clinical Trial Recruitmentcited by 2
  3. 2025InformGen: An AI Copilot for Accurate and Compliant Clinical Research Consent Document Generationcited by 1
  4. 2025A Knowledge Graph and a Tripartite Evaluation Framework Make Retrieval-Augmented Generation Scalable and Transparentcited by 1
  5. 2024GuidelineGuard: An Agentic Framework for Medical Note Evaluation with Guideline Adherencecited by 0
  6. 2026AI-assisted Protocol Information Extraction For Improved Accuracy and Efficiency in Clinical Trial Workflowscited by 0

Similar, not cited

Close in wording, no citation either way

  1. 2025Evaluation of Clinical Trials Reporting Quality using Large Language Models
  2. 2025Exploring Large Language Models in Healthcare: Insights into Corpora Sources, Customization Strategies, and Evaluation Metrics
  3. 2025Grounding Large Language Models in Clinical Evidence: A Retrieval-Augmented Generation System for Querying UK NICE Clinical Guidelines
  4. 2023Almanac: Retrieval-Augmented Language Models for Clinical Medicine
  5. 2024From Text to Multimodality: Exploring the Evolution and Impact of Large Language Models in Medical Practice
  6. 2025Retrieval-Augmented Generation in Medicine: A Scoping Review of Technical Implementations, Clinical Applications, and Ethical Considerations
  7. 2025Reviewing Clinical Knowledge in Medical Large Language Models: Training and Beyond
  8. 2025A Scoping Review of Synthetic Data Generation by Language Models in Biomedical Research and Application: Data Utility and Quality Perspectives