Brain metastasis detection using machine learning: a systematic review and meta-analysis.

Journal: Neuro-oncology
Published Date: Feb 25, 2021

Abstract

BACKGROUND: Accurate detection of brain metastasis (BM) is important for cancer patients. We aimed to systematically review the performance and quality of machine-learning-based BM detection on MRI in the relevant literature.

Authors

  • Se Jin Cho
    Department of Radiology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Gyeonggi, Republic of Korea.
  • Leonard Sunwoo
    Department of Radiology, Seoul National University Bundang Hospital, 82, Gumi-ro 173 Beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do 13620, Republic of Korea.
  • Sung Hyun Baik
    Department of Radiology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Gyeonggi, Republic of Korea.
  • Yun Jung Bae
    Department of Radiology, Seoul National University Bundang Hospital, Seongnam.
  • Byung Se Choi
    Department of Radiology, Seoul National University Bundang Hospital, Seongnam.
  • Jae Hyoung Kim
    Department of Radiology, Seoul National University Bundang Hospital, Seongnam.

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