Circulating tumor cells (CTCs) enumeration and machine-learning based diagnostic biomarkers for breast cancer detection
This study demonstrates the feasibility of combining CTC enumeration with machine learning for breast cancer detection and supports the need for future large-scale, multicenter, multiethnic prospective external validation.
Authors
- Po-Yen Lu
- Chun‐Yao Huang (ORCID: https://orcid.org/0000-0002-8978-7879)
- Yu-Hsuan Li
- Yen-Shu Lin
- Chin-Jung Feng
- Yu-Hsiang Lin (ORCID: https://orcid.org/0000-0002-6102-3690)
- Jen-Hwey Chiu
- Ji-Lin Chen
- Chih-Yi Hsu
- Chyong-Mei Chen
- Ta-Chung Chao
- Yi-Fang Tsai
- Chun-Yu Liu
- Ling-Ming Tseng
Institutions
- National Yang Ming Chiao Tung University (TW)
- National Taiwan University (TW)
- Taipei Veterans General Hospital (TW)
Publication Details
- Journal
- BMC Cancer
- Published
- 2026-03-03
- DOI
- https://doi.org/10.1186/s12885-026-15741-9
- Primary Topic
- Cancer Cells and Metastasis
- Type
- article
- Field-Weighted Citation Impact
- 0.00