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MedLEE was originally developed at Columbia University Bio-Informatics in conjunction with the Medical School and is now the most widely used and peer reviewed Natural Language Processing engine commercially available.

MedLEE Solutions:[edit]

  • Meaningful Use of Medical Data
  • Core Measures
  • Present on Admission (POA)
  • Computer Assisted Coding (CAC)
  • Oncology data extraction for CAPS
  • Drug Discovery
  • Clinical Trials


See Also[edit]


  1. MedLEE NLP, Inc. Home Page
  2. MedLEE NLP, Inc. Blog
  3. MedLEE Twitter Page
  4. Exploring the ability of natural language processing to extract data from nursing narratives. Hyun S, Johnson SB, Bakken S.
  5. Active computerized pharmacovigilance using natural language processing, statistics, and electronic health records: a feasibility study. Wang X, Hripcsak G, Markatou M, Friedman C.
  6. Automated knowledge acquisition from clinical narrative reports. Wang X, Chused A, Elhadad N, Friedman C, Markatou M.
  7. Use of semantic features to classify patient smoking status. McCormick PJ, Elhadad N, Stetson PD.
  8. Using a pipeline to improve de-identification performance. Morrison FP, Sengupta S, Hripcsak G.
  9. Repurposing the clinical record: can an existing natural language processing system de-identify clinical notes? Morrison FP, Li L, Lai AM, Hripcsak G.
  10. Automated acquisition of disease drug knowledge from biomedical and clinical documents: an initial study. Chen ES, Hripcsak G, Xu H, Markatou M, Friedman C.
  11. Multilingual information retrieval in thoracic radiology: feasibility study. Castilla AC, Furuie SS, Mendonça EA.
  12. Disseminating natural language processed clinical narratives. Chen ES, Hripcsak G, Friedman C.
  13. Automated detection of adverse events using natural language processing of discharge summaries. Melton GB, Hripcsak G.
  14. Facilitating cancer research using natural language processing of pathology reports. Xu H, Anderson K, Grann VR, Friedman C

Category:Natural language processing toolkits Category:Knowledge representation Category:Machine learning Category:Natural language processing Category:Data mining Category:Ontology (information science) Category:Ontology editors