LIDC-IDRI

The Lung Image Database Consortium image collection (LIDC-IDRI) consists of diagnostic and lung cancer screening thoracic computed tomography (CT) scans with marked-up annotated lesions. It is a web-accessible international resource for development, training, and evaluation of computer-assisted diagnostic (CAD) methods for lung cancer detection and diagnosis. Initiated by the National Cancer Institute (NCI), further advanced by the Foundation for the National Institutes of Health (FNIH), and accompanied by the Food and Drug Administration (FDA) through active participation, this public-private partnership demonstrates the success of a consortium founded on a consensus-based process. Seven academic centers and eight medical imaging companies collaborated to create this data set which contains 1018 cases. Each subject includes images from a clinical thoracic CT scan and an associated XML file that records the results of a two-phase image annotation process performed by four experienced thoracic radiologists. In the initial blinded-read phase, each radiologist independently reviewed each CT scan and marked lesions belonging to one of three categories ("nodule > or =3 mm," "nodule or =3 mm"). In the subsequent unblinded-read phase, each radiologist independently reviewed their own marks along with the anonymized marks of the three other radiologists to render a final opinion. The goal of this process was to identify as completely as possible all lung nodules in each CT scan without requiring forced consensus.

資料與資源

額外的資訊

欄位
最後更新 十二月 3, 2019, 11:41 (CST)
建立 十月 16, 2018, 09:57 (CST)

推薦資料集:


  • 加速公營事業民營化對財政影響之研究

    付費方式 免費
    更新頻率 不定期
    提供加速公營事業民營化對財政影響之研究報告
  • 105年3月份已登記公私有土地筆數面積統計表

    付費方式 免費
    更新頻率 不定期
    宜蘭地政事務所轄區內已登記公私有土地筆數面積統計表
  • 高雄市仁武區固定式違規闖紅燈及測速照相設備設置地點

    付費方式 免費
    更新頻率 不定期
    型式、測照地點、測照方向、行政區、測照型式、座標緯(N)度、座標經(E)度
  • 高雄市106年2月取締酒駕情形

    付費方式 免費
    更新頻率 不定期
    高雄市取締酒駕情形
  • 財政部高雄國稅局處理人民陳情案件作業要點

    付費方式 免費
    更新頻率 不定期
    為加強各單位有效處理人民陳情案件,以確保納稅義務人合法權益,本局依據行政程序法及行政院及所屬各機關處理人民陳情案件要點訂定本要點。