Study on microwave ablation temperature prediction model based on grayscale ultrasound texture and machine learning

• Yan Xiong ,

  Contributed equally to this work with: Yan Xiong, Yi Zheng

  Roles Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Nanjing University of Chinese Medicine, Nanjing, China

  https://orcid.org/0000-0002-2072-9822

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• Yi Zheng ,

  Contributed equally to this work with: Yan Xiong, Yi Zheng

  Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Science, Suzhou, China

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• Wei Long,

  Roles Investigation, Validation, Writing – review & editing

  Affiliation Nanjing University of Chinese Medicine, Nanjing, China

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• Yuxin Wang,

  Roles Formal analysis, Software

  Affiliation Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Science, Suzhou, China

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• Qin Wang,

  Roles Investigation, Writing – review & editing

  Affiliation Nanjing University of Chinese Medicine, Nanjing, China

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• Yi You,

  Roles Investigation, Writing – review & editing

  Affiliation Nanjing University of Chinese Medicine, Nanjing, China

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• Yuheng Zhou,

  Roles Investigation, Writing – review & editing

  Affiliation Nanjing University of Chinese Medicine, Nanjing, China

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• Jiang Zhong,

  Roles Investigation

  Affiliation Department of Ultrasound, Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China

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• Yunxi Ge,

  Roles Investigation

  Affiliation Department of Ultrasound, Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China

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• Youchen Li,

  Roles Investigation

  Affiliation Department of Ultrasound, Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China

  https://orcid.org/0009-0006-8425-8202

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• Yan Huang ,

  Roles Conceptualization, Investigation, Methodology, Supervision, Writing – review & editing

  * E-mail: jacob6666@163.com (YH); zhouzy@sibet.ac.cn (ZZ)

  Affiliation Department of Ultrasound, Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China

  https://orcid.org/0000-0001-6857-9168

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• Zhiyong Zhou

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Software, Writing – review & editing

  * E-mail: jacob6666@163.com (YH); zhouzy@sibet.ac.cn (ZZ)

  Affiliations Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Science, Suzhou, China, School of Biomedical Engineering (Suzhou), Division of Life Sciences and Medicine, University of Science and Technology of China, Suzhou, China

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