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

Description

  • This BART model was fine-tuned on MIMIC-CXR dataset, aiming to provide a conventionl tool to translate English chest x-ray report into Chinese.

  • During fine-tuning, it utilized 2k english chest x-ray reports and corresponding chinese version

  • All chinese reports used during fine-tuning were translated by ChatGPT

  • Validation Metrics

  • Loss: 0.925

  • SacreBLEU: 23.060

  • Gen len: 75.417

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