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A moment kernel machine for clinical data mining to inform medical decision making

Machine learning-aided medical decision making presents three major challenges: achieving model parsimony, ensuring credible predictions, and providing real-time recommendations with high computational efficiency. In this paper, we formulate medical decision making as a classification problem and de...

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Detalles Bibliográficos
Autores principales: Yu, Yao-Chi, Zhang, Wei, O’Gara, David, Li, Jr-Shin, Chang, Su-Hsin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10307844/
https://www.ncbi.nlm.nih.gov/pubmed/37380721
http://dx.doi.org/10.1038/s41598-023-36752-7