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Deep learning-based segmentation of small-volume brain metastases in lung cancer patients

Ji-Hoon Jung Leonard Sunwoo Hyerim Ji Sooyoung Yoo Ji Eun Park June-Goo Lee

Intelligent Oncology2026,Vol.2Issue(2):P.3-11,9.
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Intelligent Oncology2026,Vol.2Issue(2):P.3-11,9.DOI:10.1016/j.intonc.2026.100049

Deep learning-based segmentation of small-volume brain metastases in lung cancer patients

Ji-Hoon Jung 1Leonard Sunwoo 2Hyerim Ji 3Sooyoung Yoo 3Ji Eun Park 4June-Goo Lee1

作者信息

  • 1. Department of Biomedical Engineering,Asan Medical Center,University of Ulsan College of Medicine,Seoul 05505,Republic of Korea
  • 2. Department of Radiology,Seoul National University Bundang Hospital,Seoul National University College of Medicine,Seongnam 13620,Republic of Korea
  • 3. Office of eHealth Research and Businesses,Seoul National University Bundang Hospital,Seongnam 13620,Republic of Korea
  • 4. Department of Radiology,Asan Medical Center,University of Ulsan College of Medicine,Seoul 05505,Republic of Korea
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摘要

关键词

Brain metastasis/Lung cancer/Deep learning/Image segmentation/nnU-Net

分类

医药卫生

引用本文复制引用

Ji-Hoon Jung,Leonard Sunwoo,Hyerim Ji,Sooyoung Yoo,Ji Eun Park,June-Goo Lee..Deep learning-based segmentation of small-volume brain metastases in lung cancer patients[J].Intelligent Oncology,2026,2(2):P.3-11,9.

基金项目

supported by a grant from the Korea Health Industry Development Institute,funded by the Ministry of Health&Welfare,Republic of Korea(Grant No.:RS-2022-KH125203). (Grant No.:RS-2022-KH125203)

Intelligent Oncology

2097-7131

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