Harnessing Bayesian networks in cancer management: A perspective
Machine learning is breaking into medicine and healthcare supporting the prognosis, diagnosis and treatment selection for a wide variety of malignancies. Bayesian Networks, a sub element of Machine Learning, has potency to support clinicians and oncologists in cancer management. In this article, we discussed aspects and potential of Bayesian Networks in cancer therapeutics and this perspective is informative for medical doctors as well as bio-informaticians, AI engineers, and data analysts.
Authors
- Spyridon Achinas (ORCID: https://orcid.org/0000-0002-9199-2337)
- Efthymios Poulios (ORCID: https://orcid.org/0009-0007-0928-9639)
- María de Jesús Díaz Quintero (ORCID: https://orcid.org/0000-0001-8449-6733)
- Nikolaos Charalampogiannis
Publication Details
- Journal
- World Journal of Advanced Research and Reviews
- Published
- 2025-05-04
- DOI
- https://doi.org/10.30574/wjarr.2025.26.2.1580
- Primary Topic
- Biomedical Text Mining and Ontologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00