zihaozhao
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metadata
tags:
  - autotrain
  - chest X-ray report
  - machine translation
language:
  - unk
  - unk
datasets:
  - zhaozh/autotrain-data-radiology-report-en-zh-ft-base
co2_eq_emissions:
  emissions: 1.5370817042101073

Targeting at large-scale translation of Chest X-ray reports

Model Trained Using AutoTrain

  • Problem type: Translation
  • Model ID: 44764112685
  • CO2 Emissions (in grams): 1.5371

Validation Metrics

  • Loss: 0.925
  • SacreBLEU: 23.060
  • Gen len: 75.417

Description

  • Fine-tuned on the MIMIC-CXR dataset, using 2k reports in english and corresponding reports in chinese
  • In the training pharse, all ground-truth chinese reports are translated by ChatGPT
  • Able to translate radiology reports of Chest X-ray with ease