Integration of histopathological images and immunological analysis to predict M2 macrophage infiltration and prognosis in patients with serous ovarian cancer
Collectively, our findings indicated that M2 macrophage infiltration may increase prognostic prediction for SOC patients. Machine deep learning of pathological immunohistochemical images exhibited good potential for the direct prediction of M2 macrophage infiltration.
Authors
- Ling Zhao
- Jiajia Tan
- Yan Kuang (ORCID: https://orcid.org/0000-0001-9015-991X)
- Qiang Su (ORCID: https://orcid.org/0000-0001-5564-1567)
Institutions
- Guangxi Medical University (CN)
- Guangzhou First People's Hospital (CN)
- First Affiliated Hospital of GuangXi Medical University (CN)
- Guangzhou Medical University (CN)
Publication Details
- Journal
- Frontiers in Immunology
- Published
- 2025-03-17
- DOI
- https://doi.org/10.3389/fimmu.2025.1505509
- Primary Topic
- Immune cells in cancer
- Type
- article
- Field-Weighted Citation Impact
- 0.00