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Data-driven approach for creating synthetic electronic …

    https://pubmed.ncbi.nlm.nih.gov/20946670/
    Conclusions: A data-driven method was developed for generating fully synthetic EMRs. The method is general and can be applied to any data set that has similar data elements (such as laboratory and radiology orders and results, clinical activity, …

Data-driven approach for creating synthetic electronic …

    https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2972239/
    In order to implement our data-driven approach to create synthetic EMRs from real EMRs, we needed to select a driving data element (i.e., an independent …

Data-driven approach for creating synthetic …

    https://stacks.cdc.gov/view/cdc/22864/cdc_22864_DS1.pdf
    Data-driven approach for creating synthetic electronic medical records Anna L Buczak*, Steven Babin, Linda Moniz Abstract Background: New algorithms for disease …

(PDF) Data-driven approach for creating synthetic …

    https://www.researchgate.net/publication/47428269_Data-driven_approach_for_creating_synthetic_electronic_medical_records
    Validation of the records by a medical expert revealed problems in 19% of the records; these were subsequently corrected. We also generated background EMRs for …

Data-driven approach for creating synthetic electronic …

    https://www.europepmc.org/articles/PMC2972239/
    Data-driven approach for creating synthetic electronic medical records. ... Data-driven approach for creating synthetic electronic medical records. Buczak …

Data-driven approach for creating synthetic electronic …

    https://stacks.cdc.gov/view/cdc/22864
    The pilot synthetic outbreak records were for tularemia but our approach may be adapted to other infectious diseases. The pilot synthetic background records were in the 4-11 …

Data-driven approach for creating synthetic electronic …

    https://www.semanticscholar.org/paper/Data-driven-approach-for-creating-synthetic-medical-Buczak-Babin/851ac40e8a050903d108b63ce0367ce7b8479d42
    A novel methodology for generating complete synthetic EMRs both for an outbreak illness of interest (tularemia) and for background records is described and can be applied to any …

It’s Time for a New Kind of Electronic Health …

    https://hbr.org/2020/06/its-time-for-a-new-kind-of-electronic-health-record
    Well before the Covid-19 pandemic struck, electronic health records were the bane of physicians’ existences. In all too many cases, EHRs seemed to …

Synthea: An approach, method, and software …

    https://academic.oup.com/jamia/article/25/3/230/4098271
    Jason Walonoski, Mark Kramer, Joseph Nichols, Andre Quina, Chris Moesel, Dylan Hall, Carlton Duffett, Kudakwashe Dube, Thomas Gallagher, Scott McLachlan, …

Data-driven approach for creating synthetic electronic …

    https://doaj.org/article/8bff9996bd504d83897d56a9424a2c0c
    Abstract Background New algorithms for disease outbreak detection are being developed to take advantage of full electronic medical records (EMRs) that... DOAJ is a community …



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