Automated Activity Recognition in Clinical Documents

C. Thorne; M. Montali; D. Calvanese; E. Cardillo; C. Eccher

Automated Activity Recognition in Clinical Documents

C. Thorne, M. Montali, D. Calvanese, E. Cardillo, C. Eccher

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We describe a first experiment on the identification and extraction of computer-interpretable guideline (CIG) components (activities, actors and consumed artifacts) from clinical documents, based on clinical entity recognition techniques. We rely on MetaMap and the UMLS Metathesaurus to provide lexical information, and study the impact of clinical document syntax and semantics on activity recognition.

Original language	English
Title of host publication	6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference
Editors	Ruslan Mitkov, Jong C. Park
Publisher	Asian Federation of Natural Language Processing
Pages	1129-1133
Number of pages	5
ISBN (Electronic)	9784990734800
State	Published - 2013
Externally published	Yes
Event	6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Nagoya, Japan Duration: Oct 14 2013 → …

Publication series

Name	6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference

Conference

Conference	6th International Joint Conference on Natural Language Processing, IJCNLP 2013
Country/Territory	Japan
City	Nagoya
Period	10/14/13 → …

Keywords

Clinical entity recognition
Computer interpretable guideline
UMLS Metathesaurus

Cite this

Thorne, C., Montali, M., Calvanese, D., Cardillo, E., & Eccher, C. (2013). Automated Activity Recognition in Clinical Documents. In R. Mitkov, & J. C. Park (Eds.), 6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference (pp. 1129-1133). (6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference). Asian Federation of Natural Language Processing.

Thorne, C. ; Montali, M. ; Calvanese, D. et al. / Automated Activity Recognition in Clinical Documents. 6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference. editor / Ruslan Mitkov ; Jong C. Park. Asian Federation of Natural Language Processing, 2013. pp. 1129-1133 (6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference).

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title = "Automated Activity Recognition in Clinical Documents",

abstract = "We describe a first experiment on the identification and extraction of computer-interpretable guideline (CIG) components (activities, actors and consumed artifacts) from clinical documents, based on clinical entity recognition techniques. We rely on MetaMap and the UMLS Metathesaurus to provide lexical information, and study the impact of clinical document syntax and semantics on activity recognition.",

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author = "C. Thorne and M. Montali and D. Calvanese and E. Cardillo and C. Eccher",

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series = "6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference",

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Thorne, C, Montali, M, Calvanese, D, Cardillo, E & Eccher, C 2013, Automated Activity Recognition in Clinical Documents. in R Mitkov & JC Park (eds), 6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference. 6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference, Asian Federation of Natural Language Processing, pp. 1129-1133, 6th International Joint Conference on Natural Language Processing, IJCNLP 2013, Nagoya, Japan, 10/14/13.

Automated Activity Recognition in Clinical Documents. / Thorne, C.; Montali, M.; Calvanese, D. et al.
6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference. ed. / Ruslan Mitkov; Jong C. Park. Asian Federation of Natural Language Processing, 2013. p. 1129-1133 (6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Automated Activity Recognition in Clinical Documents

AU - Thorne, C.

AU - Montali, M.

AU - Calvanese, D.

AU - Cardillo, E.

AU - Eccher, C.

PY - 2013

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N2 - We describe a first experiment on the identification and extraction of computer-interpretable guideline (CIG) components (activities, actors and consumed artifacts) from clinical documents, based on clinical entity recognition techniques. We rely on MetaMap and the UMLS Metathesaurus to provide lexical information, and study the impact of clinical document syntax and semantics on activity recognition.

AB - We describe a first experiment on the identification and extraction of computer-interpretable guideline (CIG) components (activities, actors and consumed artifacts) from clinical documents, based on clinical entity recognition techniques. We rely on MetaMap and the UMLS Metathesaurus to provide lexical information, and study the impact of clinical document syntax and semantics on activity recognition.

KW - Clinical entity recognition

KW - Computer interpretable guideline

KW - UMLS Metathesaurus

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M3 - Contribución a la conferencia

AN - SCOPUS:85121694584

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EP - 1133

BT - 6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference

A2 - Mitkov, Ruslan

A2 - Park, Jong C.

PB - Asian Federation of Natural Language Processing

T2 - 6th International Joint Conference on Natural Language Processing, IJCNLP 2013

Y2 - 14 October 2013

ER -

Thorne C, Montali M, Calvanese D, Cardillo E, Eccher C. Automated Activity Recognition in Clinical Documents. In Mitkov R, Park JC, editors, 6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference. Asian Federation of Natural Language Processing. 2013. p. 1129-1133. (6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference).

Automated Activity Recognition in Clinical Documents

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