Exploiting Domain Knowledge as Causal Independencies in Modeling Gestational Diabetes

We consider the problem of modeling gestational diabetes in a clinical study and develop a domain expert-guided probabilistic model that is both interpretable and explainable. Specifically, we construct a probabilistic model based on causal independence (Noisy-Or) from a carefully chosen set of feat...

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Detalles Bibliográficos
Autores principales: Mathur, Saurabh, Karanam, Athresh, Radivojac, Predrag, Haas, David M., Kersting, Kristian, Natarajan, Sriraam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9782711/
https://www.ncbi.nlm.nih.gov/pubmed/36540991

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9782711/
https://www.ncbi.nlm.nih.gov/pubmed/36540991

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