Development of a natural language processing algorithm to extract seizure types and frequencies from the electronic health record
Barbara Decker, Alexandra Turco, Jian Xu, Samuel W. Terman, Nikitha Kosaraju, Alisha Jamil, Kathryn A. Davis, Brian Litt, Colin A. Ellis, Pouya Khankhanian, Chloé E. Hill
Topics & Concepts
Test setGeneralizability theoryRecallAlgorithmComputer scienceSet (abstract data type)Artificial intelligencePrecision and recallGold standard (test)Metric (unit)Electronic health recordEpilepsyData setTest (biology)Machine learningNatural language processingData miningMedicinePsychologyHealth careMathematicsStatisticsPsychiatryBiologyCognitive psychologyEconomic growthOperations managementEconomicsProgramming languagePaleontologyEEG and Brain-Computer InterfacesMachine Learning in HealthcareElectronic Health Records Systems