Development and Validation of a Computer-Aided Diagnostic System for Colorectal Lesions Based on the JNET Classification: Supporting the "Resect and Discard" Strategy

Objectives: Although the Japan NBI Expert Team (JNET) classification for colorectal lesions is clinically useful, standardization remains challenging owing to endoscopist variabilities. Therefore, we developed a computer-aided diagnosis (CADx) system to support JNET diagnoses, potentially facilitating a "Resect and Discard" strategy. The CADx system's diagnostic performance and its potential to support the "Resect and Discard" strategy were compared with those of endoscopists of varying experience.

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Publication Details

Journal
Journal of the Anus Rectum and Colon
Published
2026-07-24
DOI
https://doi.org/10.23922/jarc.2025-109
Primary Topic
Colorectal Cancer Screening and Detection
Type
article
Field-Weighted Citation Impact
0.00
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article

Development and Validation of a Computer-Aided Diagnostic System for Colorectal Lesions Based on the JNET Classification: Supporting the "Resect and Discard" Strategy

Yoshihiro Kishida, Tetsushi Koide, Yuki Kamigaichi, Shin Morimoto et al.
Journal of the Anus Rectum and Colon
Colorectal Cancer Screening and Detection
article

Development and Validation of a Computer-Aided Diagnostic System for Colorectal Lesions Based on the JNET Classification: Supporting the "Resect and Discard" Strategy

Yoshihiro Kishida, Tetsushi Koide, Yuki Kamigaichi, Shin Morimoto, Toshio Kuwai, Hidenori Tanaka, Ken Yamashita, Yudai Takehara, Shigeto Yoshida, Yongfei Wu, Shiro Oka, Toru Tamaki
article en

Abstract

Objectives: Although the Japan NBI Expert Team (JNET) classification for colorectal lesions is clinically useful, standardization remains challenging owing to endoscopist variabilities. Therefore, we developed a computer-aided diagnosis (CADx) system to support JNET diagnoses, potentially facilitating a "Resect and Discard" strategy. The CADx system's diagnostic performance and its potential to support the "Resect and Discard" strategy were compared with those of endoscopists of varying experience.

Journal of the Anus Rectum and ColonVol. 10(3)
Hiroshima University (JP), Nagoya Institute of Technology (JP), Hiroshima University Hospital (JP), Kure Medical Center (JP)
Openalex Percentile: Top 11%
Colorectal Cancer Screening and Detection
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