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Probabilistic Record Linkage of Hospital Patients - Chris Oakman

How can you tell if a patient is the same person across all the different electronic systems used in a hospital? Can you be confident with messy data when lives are on the line? Medical startup Luminare faced this challenge in a hospital setting and used Clojure to save the day and make the nurses happy again. This talk will explore the challenge of record linking: dealing with dirty data sets, the pros and cons of different solution approaches, and using the Felligi-Sunter method to create a probabilistic algorithm to match records.