Attentive feature interaction based persistent homology‐augmented network for esophageal cancer lesion detection
This work highlights the potential of combining topological data analysis with deep learning for medical image analysis tasks. More potential downstream tasks that can utilize topological relationships remain to be explored in the future.
Authors
- Chen Huang (ORCID: https://orcid.org/0000-0002-8787-4223)
- Qianshun Chen (ORCID: https://orcid.org/0000-0003-1773-4951)
- Yongmei Dai (ORCID: https://orcid.org/0000-0001-8473-4893)
- Shengmei Lin
- Xunyu Xu (ORCID: https://orcid.org/0000-0003-1921-2129)
- Shu Zhang (ORCID: https://orcid.org/0000-0003-0928-6503)
- Fangcen Guo (ORCID: https://orcid.org/0009-0008-1191-6299)
Institutions
- Fujian Medical University (CN)
- Fujian Provincial Hospital (CN)
- Fuzhou University (CN)
Publication Details
- Journal
- Medical Physics
- Published
- 2025-02-26
- DOI
- https://doi.org/10.1002/mp.17707
- Primary Topic
- Medical Imaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Science and Technology Projects of Fujian Province
- Natural Science Foundation of Fujian Province
- Fujian Provincial Health Technology Project