EmulatRx: Empowering Clinical Trial Design with Agentic Intelligence and Real World Data

Abstract excerpt

Clinical trial design (CTD) is a time-consuming process that requires substantial domain expertise. Large-scale real-world data (RWD), such as electronic health records (EHR), encodes practice-based evidence that is of tremendous value to CTD. In recent years, many machine learning methods have been developed to extract such real-world evidence (RWE) from the RWD to inform CTD, but they still need to be communicat...

Topics

Open a Topic to create a Post that cites this publication.

• Bioinformatics and Genomic Networks
• Cholinesterase and Neurodegenerative Diseases
• Computational Drug Discovery Methods
• Diagnosis, Differential
• Phenotype
• Rare Diseases

Identifiers and source

Literature Corpus work

03cbabeb-2546-5d9a-b2ea-01453ea471bf

DOI

10.1101/2025.04.17.25326033