In previous projects we have developed a combination of rule-based and machine-learning methods to identify diseses that a patient has or does not have (“disease status”), including identification of various co-morbidities, problems, tests and treatments. We also work on the extraction of medication-related information (such as medication name, dosage, reason…
Tools and Data
Toolsets and resources developed as part of the i2b2 2014 challenge: Task 1: De-identification of Clinical Narratives Task 2: Heart disease risk factor identification in EHRs Toolset and resources developed as part of the i2b2 2012 Temporal Relation challenge: Clinical NorMA TERN TEid CliNER Clinical Departments dictionary Related publications: Kovačević A, Dehghan…