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Posted to user@spark.apache.org by Brandon Ulrich <bu...@b2i.sg> on 2015/08/23 21:47:55 UTC
B2i Healthcare "Powered by Spark" addition
Another addition to the Powered by Spark page:
B2i Healthcare (http://b2i.sg) uses Spark in healthcare analytics with
medical ontologies like SNOMED CT. Our Snow Owl MQ (
http://b2i.sg/snow-owl-mq) product relies on the Spark ecosystem to analyze
~1 billion health records with over 70 healthcare terminologies. An online
demo is available at https://mq.b2i.sg. Use cases include:
- Creating cohorts to group patients with similar demographic traits,
drug exposures, clinical findings, procedures, and observations (Spark
Core, Spark SQL, GraphX)
- Inspecting patient records to identify trends and correlations (SparkR)
- Statistical analysis of patient cohorts to test and verify clinical
hypotheses (MLlib)
- Identification of potential adverse drug events and interactions with
pharmacovigilance signal detection (Streaming)
Thanks,
Brandon