Comparison of diagnostic performance between convolutional neural networks and human endoscopists for diagnosis of colorectal polyp: A systematic review and meta-analysis

Yixin Xu; Wei Ding; Yibo Wang; Yulin Tan; Cheng Xi; Nianyuan Ye; Dapeng Wu; Xuezhong Xu

doi:10.1371/journal.pone.0246892

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Open Access

Peer-reviewed

Research Article

Comparison of diagnostic performance between convolutional neural networks and human endoscopists for diagnosis of colorectal polyp: A systematic review and meta-analysis

Yixin Xu,

Roles Conceptualization, Data curation, Writing – original draft

Affiliation Department of General Surgery, Changzhou Wujin People’s Hospital Affiliated to Jiangsu University, The Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu Province, China
⨯
Wei Ding,

Roles Formal analysis, Methodology

Affiliation Department of General Surgery, Changzhou Wujin People’s Hospital Affiliated to Jiangsu University, The Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu Province, China
⨯
Yibo Wang,

Roles Writing – original draft

Affiliation Department of General Surgery, Changzhou Wujin People’s Hospital Affiliated to Jiangsu University, The Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu Province, China
⨯
Yulin Tan,

Roles Data curation

Affiliation Department of General Surgery, Changzhou Wujin People’s Hospital Affiliated to Jiangsu University, The Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu Province, China
⨯
Cheng Xi,

Roles Formal analysis, Methodology

Affiliation Department of General Surgery, Changzhou Wujin People’s Hospital Affiliated to Jiangsu University, The Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu Province, China
⨯
Nianyuan Ye,

Roles Software

Affiliation Department of General Surgery, Changzhou Wujin People’s Hospital Affiliated to Jiangsu University, The Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu Province, China
⨯
Dapeng Wu,

Roles Formal analysis

Affiliation Department of Endoscopy, Jiangsu Provincial Hospital of Traditional Chinese Medicine, Nanjing, Jiangsu, China
⨯
Xuezhong Xu

Roles Writing – review & editing

* E-mail: xxz197001@sina.com

Affiliation Department of General Surgery, Changzhou Wujin People’s Hospital Affiliated to Jiangsu University, The Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu Province, China

https://orcid.org/0000-0002-9784-3236

⨯

Comparison of diagnostic performance between convolutional neural networks and human endoscopists for diagnosis of colorectal polyp: A systematic review and meta-analysis

Yixin Xu,
Wei Ding,
Yibo Wang,
Yulin Tan,
Cheng Xi,
Nianyuan Ye,
Dapeng Wu,
Xuezhong Xu

Published: February 16, 2021
https://doi.org/10.1371/journal.pone.0246892

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