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Harnessing Bayesian networks in cancer management: A perspective

Year: 2025

Type: article

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.

Source: World Journal of Advanced Research and Reviews

DOI: 10.5281/zenodo.17286485

Authors: Charalampogiannis, Nikolaos, Quintero, Marena Vitola, Poulios, Efthymios, Achinas, Spyridon

Institutions: SLK-Kliniken Heilbronn, Corporación Universitaria Rafael Nuñez, National and Kapodistrian University of Athens

Language: English

Topic: Bayesian Modeling and Causal Inference

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Good health and well-being

Open Access status: hybrid

OpenAlex ID: W7084849773

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