FC-YOLO: a fast inference backbone and lightweight attention mechanism-enhanced YOLO for detecting gastric adenocarcinoma in pathological image
The lightweight and efficient design of FC-YOLO enables superior performance at a low computational cost. It represents a promising tool to assist pathologists by enhancing diagnostic accuracy and efficiency, particularly in resource-limited settings.
Authors
- Hengtong Zhang (ORCID: https://orcid.org/0000-0002-7660-9731)
- Rongxing Yi (ORCID: https://orcid.org/0000-0002-4422-5178)
- Wenlian Zhang
- Wenyue Sun (ORCID: https://orcid.org/0000-0003-1673-0895)
- Xin Wang (ORCID: https://orcid.org/0000-0002-5122-2418)
- Yunfei Gao
- Xusheng Yan
- Jianxin Jia (ORCID: https://orcid.org/0009-0005-8722-641X)
Institutions
- Inner Mongolia University of Science and Technology (CN)
- Baotou Medical College (CN)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2025-09-29
- DOI
- https://doi.org/10.3389/fonc.2025.1657159
- Primary Topic
- Colorectal Cancer Screening and Detection
- Type
- article
- Field-Weighted Citation Impact
- 0.00