Colonoscopy polyp detection and classification: Dataset creation and comparative evaluations

Kaidong Li; Mohammad I. Fathan; Krushi Patel; Tianxiao Zhang; Cuncong Zhong; Ajay Bansal; Amit Rastogi; Jean S. Wang; Guanghui Wang

doi:10.1371/journal.pone.0255809

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Open Access

Peer-reviewed

Research Article

Colonoscopy polyp detection and classification: Dataset creation and comparative evaluations

Kaidong Li,

Roles Methodology

Affiliation Department of Electrical Engineering and Computer Science, The University of Kansas, Lawrence, KS, United States of America

https://orcid.org/0000-0002-6589-4995

⨯
Mohammad I. Fathan,

Roles Methodology

Affiliation Department of Electrical Engineering and Computer Science, The University of Kansas, Lawrence, KS, United States of America
⨯
Krushi Patel,

Roles Methodology

Affiliation Department of Electrical Engineering and Computer Science, The University of Kansas, Lawrence, KS, United States of America
⨯
Tianxiao Zhang,

Roles Methodology

Affiliation Department of Electrical Engineering and Computer Science, The University of Kansas, Lawrence, KS, United States of America

https://orcid.org/0000-0001-6171-3176

⨯
Cuncong Zhong,

Roles Validation

Affiliation Department of Electrical Engineering and Computer Science, The University of Kansas, Lawrence, KS, United States of America
⨯
Ajay Bansal,

Roles Investigation

Affiliation Gastroenterology, Hepatology and Motility, The University of Kansas Medical Center, Kansas City, KS, United States of America
⨯
Amit Rastogi,

Roles Investigation

Affiliation Gastroenterology, Hepatology and Motility, The University of Kansas Medical Center, Kansas City, KS, United States of America
⨯
Jean S. Wang,

Roles Investigation

Affiliation Department of Medicine, Washington University School of Medicine, Saint Louis, MO, United States of America
⨯
Guanghui Wang

Roles Supervision

* E-mail: wangcs@ryerson.ca

Affiliation Department of Computer Science, Ryerson University, Toronto, ON, Canada
⨯

Colonoscopy polyp detection and classification: Dataset creation and comparative evaluations

Kaidong Li,
Mohammad I. Fathan,
Krushi Patel,
Tianxiao Zhang,
Cuncong Zhong,
Ajay Bansal,
Amit Rastogi,
Jean S. Wang,
Guanghui Wang

Published: August 17, 2021
https://doi.org/10.1371/journal.pone.0255809

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