metadata
language: en
license: mit
library_name: transformers
pipeline_tag: summarization
base_model: facebook/bart-base
base_model_relation: finetune
tags:
- summarization
- radiology
- medical
- bart
- healthcare
datasets:
- openi
metrics:
- rouge
model-index:
- name: radiology-expression-summarizer
results:
- task:
type: summarization
name: Radiology Report Summarization
dataset:
type: openi
name: Open-i NLMCXR (Indiana University Chest X-ray)
metrics:
- type: rouge
value: 0.5174
name: ROUGE-1 F1
- type: rouge
value: 0.3881
name: ROUGE-2 F1
- type: rouge
value: 0.5092
name: ROUGE-L F1