Articles / Research Using the Health Navigator NLP or CCC Vocabulary:

Handly N, Thompson DA, Li J, Chuirazzi DM, Venkat A. Evaluation of a Hospital Admission Prediction Model Adding Coded Chief Complaint Data Using a Neural Network Methodology. European Journal of Emergency Medicine. 2015:22(2) 87-91.

McCormack RP, Gauthier, McClure B, Moy L, Hu M, Pavlicova M, E Nunes E, Thompson DA, Mandler R, Bogenschutz M, Onofrio G, Rotrosen J. Do chief complaints allow targeting of SBIRT in the Emergency Department? Science & Clinical Practice. 2015; 10 (Suppl 2):O42.

Li J, Guo L, Handly N, Mai A, Thompson DA. Semantic-enhanced models to support timely admission prediction at emergency departments. Network Modeling and Analysis in Health Informatics and Bioinformatics. 2012; 1 (4):161-172.

Chapman WW1, Dowling JN, Baer A, Buckeridge DL, Developing syndrome definitions based on consensus and current use. Developing syndrome definitions based on consensus and current use. J Am Med Inform Assoc. 2010 Sep-Oct;17(5):595-601.

Thompson DA, Eitel D. Coded Chief Complaints – Automated Analysis of Free-Text Complaints. Fernandes CMB, Pines JM, Amsterdam J, Davidson SJ. Acad Emerg Med. 2006;13:774-782.

Articles Citing the Health Navigator NLP engine or CCC Vocabulary:

Griffey RT, Pines JM, Farley HL, Chief Complaint–Based Performance Measures: A New Focus for Acute Care Quality Measurement. Annals Emerg Med. 2015 Apr;65(4):387-95.

Conway M, Dowling JN, Chapman WW. Using chief complaints for syndromic surveillance: a review of chief complaint based classifiers in North America. J Biomed Inform. 2013 Aug;46(4):734-43.

Malmström T1, Huuskonen O, Torkki P, Malmström R. Structured classification for ED presenting complaints – from free text field-based approach to ICPC-2 ED application. Scand J Trauma Resusc Emerg Med. 2012 Nov 24;20:76.

Phillips, Trevor G., et al. In search of a controlled vocabulary for emergency department chief complaint: a comparison of four published chief complaint lists. Advances in Disease Surveillance 2008;5:52

Kuykendal AR, Tintinalli J, Biese K. ED chief complaint categories for a medical student curriculum. Int J Emerg Med. 2008 Jun;1(2):139-43.

Grafstein, Eric, et al. Revision of the Canadian Emergency Department Information System (CEDIS) presenting complaint list version 1.1. Cjem 10.02 (2008): 151-161.

Lu, Hsin-Min, et al. Ontology-enhanced automatic chief complaint classification for syndromic surveillance. Journal of biomedical informatics 41.2 (2008): 340-356.

And 20 or more other articles.