MedNeXt for accurate medical image classification and segmentation: A lightweight transformer-style convolutional neural network

• Ziqing Xue,

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

  Affiliations School of Clinical Medicine, Hebei University, Baoding, Hebei, P.R. China, Affiliated Hospital of Hebei University, Baoding, Hebei, P.R. China

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• Pengpeng Pi,

  Roles Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, P.R. China

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• Ziyi Liu ,

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

  * E-mail: ziyi.buffalo@gmail.com (ZL); zwsun@ccmu.edu.cn (ZS)

  Affiliation School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, P.R. China

  https://orcid.org/0000-0002-2407-9599

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• Zhaomu Zeng,

  Roles Formal analysis, Investigation, Resources, Validation, Writing – review & editing

  Affiliation Department of Neurosurgery, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, Jiangxi, P.R. China

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• Zhiwei Sun

  Roles Conceptualization, Formal analysis, Project administration, Resources, Supervision, Writing – review & editing

  * E-mail: ziyi.buffalo@gmail.com (ZL); zwsun@ccmu.edu.cn (ZS)

  Affiliations School of Clinical Medicine, Hebei University, Baoding, Hebei, P.R. China, Department of Toxicology and Sanitary Chemistry, School of Public Health, Capital Medical University, Beijing, P.R. China

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