Towards precision oncology: a multi-level cancer classification system integrating liquid biopsy and machine learning
The identified biomarkers enhance the interpretability of the diagnosis, facilitating more informed decision-making. The system's performance underscores its effectiveness in tissue localization, contributing to improved patient outcomes through timely medical interventions.
Authors
- Sara El-Metwally
- Taher Hamza (ORCID: https://orcid.org/0000-0001-5735-8562)
- Amr Eledkawy (ORCID: https://orcid.org/0000-0002-2123-2295)
Institutions
- Mansoura University (EG)
Publication Details
- Journal
- BioData Mining
- Published
- 2025-04-11
- DOI
- https://doi.org/10.1186/s13040-025-00439-8
- Citations
- 5
- Primary Topic
- Cancer Genomics and Diagnostics
- Type
- article
- Field-Weighted Citation Impact
- 4.68
Funders
- Science and Technology Development Fund