Closing the data loop: An integrated open access analysis platform for the MIMIC database | IEEE Conference Publication | IEEE Xplore

Closing the data loop: An integrated open access analysis platform for the MIMIC database


Abstract:

We describe a new model for collaborative access, exploration, and analyses of the Medical Information Mart for Intensive Care - III (MIMIC III) database for translationa...Show More

Abstract:

We describe a new model for collaborative access, exploration, and analyses of the Medical Information Mart for Intensive Care - III (MIMIC III) database for translational clinical research. The proposed model addresses the significant disconnect between data collection at the point of care and translational clinical research. It addresses problems of data integration, preprocessing, normalization, analyses (along with associated compute back-end), and visualization. The proposed platform is general, and can be easily adapted to other databases. The pre-packaged analyses toolkit is easily extensible, and allows for multi-language support. The platform can be easily federated, mirrored at other locations, and supports a RESTful API for service composition and scaling.
Date of Conference: 11-14 September 2016
Date Added to IEEE Xplore: 02 March 2017
ISBN Information:
Electronic ISSN: 2325-887X
Conference Location: Vancouver, BC, Canada

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