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KETOS: Clinical decision support and machine learning as a service – A training and deployment platform based on Docker, OMOP-CDM, and FHIR Web Services
BACKGROUND AND OBJECTIVE: To take full advantage of decision support, machine learning, and patient-level prediction models, it is important that models are not only created, but also deployed in a clinical setting. The KETOS platform demonstrated in this work implements a tool for researchers allow...
Autores principales: | Gruendner, Julian, Schwachhofer, Thorsten, Sippl, Phillip, Wolf, Nicolas, Erpenbeck, Marcel, Gulden, Christian, Kapsner, Lorenz A., Zierk, Jakob, Mate, Sebastian, Stürzl, Michael, Croner, Roland, Prokosch, Hans-Ulrich, Toddenroth, Dennis |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6776354/ https://www.ncbi.nlm.nih.gov/pubmed/31581246 http://dx.doi.org/10.1371/journal.pone.0223010 |
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