Giuseppe Leone
Giuseppe Leone/LinkedIn

Giuseppe Leone: Performing Clinical Trial Matching in Just a Few Minutes with LLM-On-Hub

Giuseppe Leone, Oncology Resident at Istituto Nazionale Tumori, Milan and Researcher at AI-ON-Lab, shared a post on LinkedIn:

“It was an honor to present my poster at the 22nd edition of NIBIT.

This work is the result of an incredible collaboration within AI-ON- Lab, led by Arsela Prelaj.

We developed LLM-On-Hub: an explainable, privacy-preserving AI system that performs clinical trial matching in just a few minutes.
It extracts key oncologic data directly from electronic medical records and compares them with trial eligibility criteria, all while keeping patient data secure.

In our validation, it reached 83% accuracy in identifying the most relevant trials.

A huge thank you to my amazing teammates Federica Corso, Laura Mazzeo, and Vittoria Peppoloni.

Special congratulations to my friend Luca Invernizzi, winner of the Best Oral Award for his outstanding research!”

Giuseppe Leone: Performing Clinical Trial Matching in Just a Few Minutes with LLM-On-Hub

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