metadata

language: en
tags:
  - summarization
  - medical
library_name: transformers
pipeline_tag: summarization

Automatic Personalized Impression Generation for PET Reports Using Large Language Models 📄✍

Authored by: Xin Tie, Muheon Shin, Ali Pirasteh, Nevein Ibrahim, Zachary Huemann, Sharon M. Castellino, Kara Kelly, John Garrett, Junjie Hu, Steve Y. Cho, Tyler J. Bradshaw

Read the full paper

📑 Model Description

This is the domain-adapted PEGASUSScore for evaluating the quality of PET impressions.

To check our fine-tuned large language models (LLMs) for PET report summarization:

BARTScore+PET
PEGASUSScore+PET
T5+PET

📁 Additional Resources

Codebase for evaluation metrics: GitHub Repository