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3 research outcomes, page 1 of 1
  • software . 2021
    Open Source English
    Authors:
    Cadena Pico, Jose E.; Soper, Braden C.; Ray, Pryadip; Mguyen, Chanh P.; Chan, Ryan;
    Persistent Identifiers
    Publisher: Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)

    Background: Machine learning (ML) based risk stratification models of Electronic Health records (EHR) data may help to optimize treatment of COVID-19 patients, but are often limited by their lack of clinical interpretability and cost of laboratory tests. We develop a ML...

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  • software . 2021
    Open Source English
    Authors:
    Higa, Kenneth; Ushizima, Daniela;
    Persistent Identifiers
    Publisher: Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)

    From a single data description file, this package generates a simple but complete RESTful web interface to a relational database, in the form of containers that run in a Docker environment. This initial version produces containers that are intended for use on the NERSC ...

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  • software . 2021
    Open Source Python
    Authors:
    Safta, Cosmin; Ray, Jaideep; Blonigan, Patrick; Chowdhary, Kenny;
    Publisher: DOE CODE

    SAND2021-0565 O PRIME is a modeling framework designed for the real-time characterization and forecasting of partially observed epidemics. The method is designed to help guide medical resource allocation in the early epoch of the outbreak. Characterization is the estima...

3 research outcomes, page 1 of 1