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The Agile Deployment of Machine Learning Models in Healthcare

The continuous delivery of applied machine learning models in healthcare is often hampered by the existence of isolated product deployments with poorly developed architectures and limited or non-existent maintenance plans. For example, actuarial models in healthcare are often trained in total separa...

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Detalles Bibliográficos
Autores principales: Jackson, Stuart, Yaqub, Maha, Li, Cheng-Xi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7931926/
https://www.ncbi.nlm.nih.gov/pubmed/33693323
http://dx.doi.org/10.3389/fdata.2018.00007