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首页|期刊导航|中华医学杂志（英文版）|Development and validation of radiomics model built by incorporating machine learning for identifying liver fibrosis and early-stage cirrhosis

Development and validation of radiomics model built by incorporating machine learning for identifying liver fibrosis and early-stage cirrhosis

Qing-Tao Qiu Jing Zhang Jing-Hao Duan Shi-Zhang Wu Jia-Lin Ding Yong Yin

中华医学杂志（英文版）2020，Vol.133Issue(22)：2653-2659,7.
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中华医学杂志（英文版）2020，Vol.133Issue(22)：2653-2659,7.DOI:10.1097/CM9.0000000000001113

Development and validation of radiomics model built by incorporating machine learning for identifying liver fibrosis and early-stage cirrhosis

Development and validation of radiomics model built by incorporating machine learning for identifying liver fibrosis and early-stage cirrhosis

Qing-Tao Qiu 1Jing Zhang 2Jing-Hao Duan 1Shi-Zhang Wu 1Jia-Lin Ding 3Yong Yin1

作者信息

  • 1. Department of Radiation Oncology,Shandong Cancer Hospital and Institute,Shandong First Medical University and Shandong Academy of Medical Sciences,Jinan,Shandong 250117,China
  • 2. Department of Radiation Oncology,Cancer Institute and Hospital,Tianjin Medical University,Tianjin 300060,China
  • 3. School of Physics and Electronics,Shandong Normal University,Jinan,Shandong 250358,China
  • 折叠

摘要

关键词

Diffusion-weighted imaging/Liver fibrosis/Early-stage cirrhosis/Radiomics/Machine learning

Key words

Diffusion-weighted imaging/Liver fibrosis/Early-stage cirrhosis/Radiomics/Machine learning

引用本文复制引用

Qing-Tao Qiu,Jing Zhang,Jing-Hao Duan,Shi-Zhang Wu,Jia-Lin Ding,Yong Yin..Development and validation of radiomics model built by incorporating machine learning for identifying liver fibrosis and early-stage cirrhosis[J].中华医学杂志（英文版）,2020,133(22):2653-2659,7.

基金项目

This work was supported by grants from the Key Support Program of Natural Science Foundation of Shandong Province (No.ZR2019LZL017),the Taishan Scholars Project of Shandong Province (No.ts201712098),the National Natural Science Foundation of China (No.81901743),the WBE Liver Fibrosis Foundation (No.CFHPC2019027),and the Key Research and Development Program of Shandong Province (No.2019GSF108134). （No.ZR2019LZL017）

中华医学杂志（英文版）

OACSCDCSTPCD

0366-6999

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