Monitoring Patients with Glioblastoma by Using a Large Language Model: Accurate Summarization of Radiology Reports with GPT-4
Kai Roman Laukamp, Robert Terzis, Jan‐Michael Werner, Norbert Galldiks, Simon Lennartz, David Maintz, Robert Peter Reimer, Philipp Fervers, Roman Johannes Gertz, Thorsten Persigehl, Christian Rubbert, Nils Lehnen, Cornelius Deuschl, Marc Schlamann, Michael Schönfeld, Jonathan Kottlors
Abstract
The large language model Generative Pretrained Transformer 4th-generation model (GPT-4; OpenAI) allows for the creation of summaries and graphic representations of the course of disease from the reports of various MRI examinations in patients with glioblastomas.
Topics & Concepts
MedicineGlioblastomaAutomatic summarizationRadiologyMEDLINEMedical physicsNatural language processingOncologyCancer researchLawComputer sciencePolitical scienceRadiomics and Machine Learning in Medical ImagingArtificial Intelligence in Healthcare and EducationMedical Imaging and Analysis