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

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
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article

Harnessing Bayesian networks in cancer management: A perspective

Spyridon Achinas, Efthymios Poulios, María de Jesús Díaz Quintero, Nikolaos Charalampogiannis
World Journal of Advanced Research and Reviews
Biomedical Text Mining and Ontologies
article

Harnessing Bayesian networks in cancer management: A perspective

Spyridon Achinas, Efthymios Poulios, María de Jesús Díaz Quintero, Nikolaos Charalampogiannis
article en

Abstract

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.

World Journal of Advanced Research and ReviewsVol. 26(2)
Openalex Percentile: Top 91%
Biomedical Text Mining and Ontologies
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