Cardiovascular and interventional radiology
Comparative Evaluation of Proprietary and Open-Source Large Language Models for Systematic Multi-source Information Extraction in Interventional Oncology.
Elif Can, Wibke Uller, Elmar Kotter, Katharina Vogt, Michael Doppler, Michael Brönnimann, Raid Alshinibr, Aboelyazid Elkilany, Felix Busch, Avan Kader, Sebastian Gassenmaier, Saif Afat, Marcus R Makowski, Keno K Bressem, Lisa C Adams
Published: 202510.1007/s00270-025-04287-1
Abstract
PURPOSE: To compare proprietary (GPT-4o, Gemini 1.5 Pro) and open-source (Llama 3.1 70B, Llama 3.1 405B) large language models (LLMs) for extracting clinically relevant variables from transarterial chemoembolization (TACE) reports in patients with he…
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