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A text processing tool that generates specified labels based on text content of radiology reports written by human radiologists. Labels indicate presence or absence of given condition/finding in the text description.

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yeahshow/Automatic-Label-Generation-for-Radiology-Report

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環境設定

  • 使用 pipenv

    pipenv sync --dev

  • 使用 pre-commit 避免 commit 超大檔案

    pre-commit install

  • 設定相對路徑

    參考 config_sample.py, 把大硬碟的位置和本地資料的位置分別輸入,另存成 config.py 在本地端。

  • 執行 femh_subset.ipynb

    對大資料庫進行取樣,製作一個 subset資料集方便處理。

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A text processing tool that generates specified labels based on text content of radiology reports written by human radiologists. Labels indicate presence or absence of given condition/finding in the text description.

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