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On the importance of interpretable machine learning predictions to inform clinical decision making in oncology

Machine learning-based tools are capable of guiding individualized clinical management and decision-making by providing predictions of a patient’s future health state. Through their ability to model complex nonlinear relationships, ML algorithms can often outperform traditional statistical predictio...

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Detalles Bibliográficos
Autores principales: Lu, Sheng-Chieh, Swisher, Christine L., Chung, Caroline, Jaffray, David, Sidey-Gibbons, Chris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10013157/
https://www.ncbi.nlm.nih.gov/pubmed/36925929
http://dx.doi.org/10.3389/fonc.2023.1129380