ScriptNumerate: A Data-to-Advice Pipeline using Compound Digital Objects to Increase the Interoperability of Computable Biomedical Knowledge.
AMIA Annu Symp Proc
; 2018: 440-449, 2018.
Article
en En
| MEDLINE
| ID: mdl-30815084
Many obstacles must be overcome to generate new biomedical knowledge from real-world data and then directly apply the newly generated knowledge for decision support. Attempts to bridge the processes of data analysis and technical implementation of analytic results reveal a number of gaps. As one example, the knowledge format used to communicate results from data analysis often differs from the knowledge format required by systems to compute advice. We asked whether a shared format could be used by both processes. To address this question, we developed a data-to-advice pipeline called ScriptNumerate. ScriptNumerate analyzes historical e-prescription data and communicates its results in a compound digital object format. ScriptNumerate then uses these same compound digital objects to compute its advice about whether new e-prescriptions have common, rare, or unprecedented instructions. ScriptNumerate demonstrates that data-to-advice pipelines are feasible. In the future, data-to-advice pipelines similar to ScriptNumerate may help support Learning Health Systems.
Texto completo:
1
Bases de datos:
MEDLINE
Asunto principal:
Sistemas de Apoyo a Decisiones Clínicas
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Prescripción Electrónica
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Investigación Biomédica Traslacional
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Interoperabilidad de la Información en Salud
Tipo de estudio:
Prognostic_studies
Idioma:
En
Revista:
AMIA Annu Symp Proc
Asunto de la revista:
INFORMATICA MEDICA
Año:
2018
Tipo del documento:
Article