Closing the data loop: An integrated open access analysis platform for the MIMIC database
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.
2016 Computing in Cardiology Conference (CinC)