Computer-aided diagnosis system for predicting deeply invasive colorectal cancer: a comparison with a prospective study using magnifying chromoendoscopy
In high-confidence cases, the diagnostic accuracy rates of the CAD system were comparable to those of M-NBI and MCE. However, in low-confidence cases, the accuracy of the CAD system was insufficient, and further evaluations using M-NBI and MCE are necessary.
Authors
- Keisuke Matsusaka (ORCID: https://orcid.org/0000-0001-7201-3087)
- Tomoaki Matsumura (ORCID: https://orcid.org/0000-0001-5314-9325)
- Kengo Nagashima (ORCID: https://orcid.org/0000-0003-4529-9045)
- Naoki Akizue (ORCID: https://orcid.org/0000-0002-6609-3081)
- Yoshiyasu Kitagawa (ORCID: https://orcid.org/0000-0003-1374-2292)
- Toshiya Nakaguchi
- Takuto Suzuki (ORCID: https://orcid.org/0000-0002-6907-4468)
- Kenichiro Okimoto
- Yukihiro Nomura (ORCID: https://orcid.org/0000-0001-6471-9936)
- Mamoru Tokunaga
- Jun Kato (ORCID: https://orcid.org/0000-0002-1869-2135)
- Tsubasa Ishikawa
- Mai Fujie
Institutions
- Chiba University (JP)
- Chiba University Hospital (JP)
- Keio University Hospital (JP)
- Chiba Cancer Center (JP)
Publication Details
- Journal
- Surgical Endoscopy
- Published
- 2025-10-08
- DOI
- https://doi.org/10.1007/s00464-025-12289-w
- Citations
- 1
- Primary Topic
- Colorectal Cancer Screening and Detection
- Type
- article
- Field-Weighted Citation Impact
- 1.05
Funders
- Japanese Foundation for Research and Promotion of Endoscopy
- Japan Society for the Promotion of Science