A two-stage deep learning prediction system for colon cancer microsatellite instability status using CT images
The segmentation masks created by the trained deep learning segmentation model achieved a level comparable to that of expert radiologists, and the deep learning diagnostic model played an essential role in supporting doctors in diagnosis.
Authors
- Xudong Yang
- Jianfeng He (ORCID: https://orcid.org/0000-0002-0280-944X)
- Tao Shen
- Songlin Cui
- Xin Xiong
Institutions
- Kunming University of Science and Technology (CN)
- Kunming Medical University (CN)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2026-01-12
- DOI
- https://doi.org/10.3389/fonc.2025.1699430
- Primary Topic
- Colorectal Cancer Screening and Detection
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Yunnan Provincial Science and Technology Department