Bullfrog AI to showcase AI-powered clinical data solutions in Xtalks Webinar

BullFrog AI (BFRG) Holdings announced that its Director of AI, Machine Learning & Innovation, Juan Felipe Beltran Lacouture, PhD, will present a live webinar hosted by Xtalks titled “Clinical Data Analysis with Agents: Reliable Automation with Human Oversight.” During the webinar, Dr. Beltran will share how BullFrog AI’s proprietary platforms, bfPREP and bfLEAP, were used to transform more than 10,000 pages of unstructured clinical PDFs into an OMOP-structured dataset suitable for advanced analysis and machine learning. The presentation will provide attendees with a practical framework for: Leveraging bfPREP(TM) to parse, triage, and extract data from complex clinical documents. Aligning extracted concepts to standardized vocabularies such as SNOMED CT, RxNorm, and LOINC through human-in-the-loop validation. Applying template-driven agents to edit schema-constrained loaders and transformation snippets for OMOP tables. Extending verified data pipelines with feature engineering for disease categorization, medication normalization, and other clinical insights. The session will highlight how BullFrog AI balances the speed of agent-driven automation with the safety, nuance, and oversight of human expertise, ensuring trustworthy, auditable, and efficient clinical data pipelines.