Literature DB >> 11079887

A broad-coverage natural language processing system.

C Friedman1.   

Abstract

Natural language processing systems (NLP) that extract clinical information from textual reports were shown to be effective for limited domains and for particular applications. Because an NLP system typically requires substantial resources to develop, it is beneficial if it is designed to be easily extendible to multiple domains and applications. This paper describes multiple extensions of an NLP system called MedLEE, which was originally developed for the domain of radiological reports of the chest, but has subsequently been extended to mammography, discharge summaries, all of radiology, electrocardiography, echocardiography, and pathology.

Mesh:

Year:  2000        PMID: 11079887      PMCID: PMC2243979     

Source DB:  PubMed          Journal:  Proc AMIA Symp        ISSN: 1531-605X


  8 in total

1.  Computerized extraction of coded findings from free-text radiologic reports. Work in progress.

Authors:  P J Haug; D L Ranum; P R Frederick
Journal:  Radiology       Date:  1990-02       Impact factor: 11.105

2.  Towards a comprehensive medical language processing system: methods and issues.

Authors:  C Friedman
Journal:  Proc AMIA Annu Fall Symp       Date:  1997

3.  Identification of findings suspicious for breast cancer based on natural language processing of mammogram reports.

Authors:  N L Jain; C Friedman
Journal:  Proc AMIA Annu Fall Symp       Date:  1997

4.  Development and evaluation of a computerized admission diagnoses encoding system.

Authors:  M L Gundersen; P J Haug; T A Pryor; R van Bree; S Koehler; K Bauer; B Clemons
Journal:  Comput Biomed Res       Date:  1996-10

5.  Representing clinical narratives using conceptual graphs.

Authors:  R H Baud; A M Rassinoux; J C Wagner; C Lovis; C Juge; L L Alpay; P A Michel; P Degoulet; J R Scherrer
Journal:  Methods Inf Med       Date:  1995-03       Impact factor: 2.176

6.  A general natural-language text processor for clinical radiology.

Authors:  C Friedman; P O Alderson; J H Austin; J J Cimino; S B Johnson
Journal:  J Am Med Inform Assoc       Date:  1994 Mar-Apr       Impact factor: 4.497

7.  Automating a severity score guideline for community-acquired pneumonia employing medical language processing of discharge summaries.

Authors:  C Friedman; C Knirsch; L Shagina; G Hripcsak
Journal:  Proc AMIA Symp       Date:  1999

8.  Medical language processing: applications to patient data representation and automatic encoding.

Authors:  N Sager; M Lyman; N T Nhàn; L J Tick
Journal:  Methods Inf Med       Date:  1995-03       Impact factor: 2.176

  8 in total
  106 in total

1.  A study of abbreviations in the UMLS.

Authors:  H Liu; Y A Lussier; C Friedman
Journal:  Proc AMIA Symp       Date:  2001

2.  A knowledge model for the interpretation and visualization of NLP-parsed discharged summaries.

Authors:  M Krauthammer; G Hripcsak
Journal:  Proc AMIA Symp       Date:  2001

3.  Automating SNOMED coding using medical language understanding: a feasibility study.

Authors:  Y A Lussier; L Shagina; C Friedman
Journal:  Proc AMIA Symp       Date:  2001

4.  Evaluating the UMLS as a source of lexical knowledge for medical language processing.

Authors:  C Friedman; H Liu; L Shagina; S Johnson; G Hripcsak
Journal:  Proc AMIA Symp       Date:  2001

5.  Methods for semi-automated indexing for high precision information retrieval.

Authors:  Daniel C Berrios; Russell J Cucina; Lawrence M Fagan
Journal:  J Am Med Inform Assoc       Date:  2002 Nov-Dec       Impact factor: 4.497

6.  Automatic resolution of ambiguous terms based on machine learning and conceptual relations in the UMLS.

Authors:  Hongfang Liu; Stephen B Johnson; Carol Friedman
Journal:  J Am Med Inform Assoc       Date:  2002 Nov-Dec       Impact factor: 4.497

7.  Representing nested semantic information in a linear string of text using XML.

Authors:  Michael Krauthammer; Stephen B Johnson; George Hripcsak; David A Campbell; Carol Friedman
Journal:  Proc AMIA Symp       Date:  2002

8.  A study of abbreviations in MEDLINE abstracts.

Authors:  Hongfang Liu; Alan R Aronson; Carol Friedman
Journal:  Proc AMIA Symp       Date:  2002

9.  Natural language processing challenges in HIV/AIDS clinic notes.

Authors:  Sookyung Hyun; Suzanne Bakken; Carol Friedman; Stephen B Johnson
Journal:  AMIA Annu Symp Proc       Date:  2003

10.  Automated extraction and normalization of findings from cancer-related free-text radiology reports.

Authors:  Burke W Mamlin; Daniel T Heinze; Clement J McDonald
Journal:  AMIA Annu Symp Proc       Date:  2003
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