Articles tagged with “real-world-data”

AI in RWE Studies: Applications, Challenges & Impact

Learn how AI and machine learning analyze Real-World Data (RWD) to generate Real-World Evidence (RWE). Explore key applications, benefits, and challenges.

40 min read

11/26/2025

real-world evidence real-world data ai in healthcare machine learning natural language processing drug development pharmacovigilance

Real-World Evidence: A Guide to RWE Analysis & Application

Explore the state of Real-World Evidence (RWE) analysis. This guide covers RWD sources, key analytical methods, regulatory use cases, and compares RWE with RCTs

35 min read

11/16/2025

real-world evidence real-world data pharmacoepidemiology rwe vs rct regulatory science drug development ehr data health outcomes research

Guide to Pharmacovigilance Technology & AI in Drug Safety

Learn about the modern pharmacovigilance tech landscape. This guide explains key systems, AI/ML for signal detection, PV automation, and data standards for drug

30 min read

11/10/2025

pharmacovigilance drug safety ai in pharmacovigilance pv automation safety database signal detection real world data iso idmp

Target Trial Emulation: A Framework for Causal RWE

Learn how target trial emulation provides a structured framework for drawing causal inference from real-world evidence (RWE), with 2025 updates on the TARGET reporting guideline, ICH M14, and FDA guidance.

40 min read

10/17/2025

target trial emulation real-world evidence rwe causal inference observational studies real-world data epidemiology regulatory affairs