An entry generation pipeline for converting free-text medical document into Clinical Document Architecture document with entry-level

Ching Heng Lin; Wei Shao Lai; Li Hui Lee; Hsiao Mei Tsao; Der Ming Liou

doi:10.1109/BHI.2014.6864413

An entry generation pipeline for converting free-text medical document into Clinical Document Architecture document with entry-level

Ching Heng Lin, Wei Shao Lai, Li Hui Lee, Hsiao Mei Tsao, Der Ming Liou

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

3 Citations (Scopus)

Abstract

The Clinical Document Architecture (CDA) is a widely adopted international standard for clinical documents design; the CDA document with coded entries increases the semantic interoperability in the course of clinical document exchange. This study developed a CDA entry generation pipeline for converting free-text documents into CDA documents with entry-level. The results showed that CDA entry coding could be accomplished using natural language processing.

Original language	English
Title of host publication	2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014
Publisher	IEEE Computer Society
Pages	505-508
Number of pages	4
ISBN (Print)	9781479921317
DOIs	https://doi.org/10.1109/BHI.2014.6864413
Publication status	Published - Jan 1 2014
Externally published	Yes
Event	2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014 - Valencia, Spain Duration: Jun 1 2014 → Jun 4 2014

Publication series

Name	2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014

Conference

Conference	2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014
Country/Territory	Spain
City	Valencia
Period	6/1/14 → 6/4/14

ASJC Scopus subject areas

Biomedical Engineering
Health Informatics

Access to Document

10.1109/BHI.2014.6864413

Cite this

Lin, C. H., Lai, W. S., Lee, L. H., Tsao, H. M., & Liou, D. M. (2014). An entry generation pipeline for converting free-text medical document into Clinical Document Architecture document with entry-level. In 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014 (pp. 505-508). Article 6864413 (2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014). IEEE Computer Society. https://doi.org/10.1109/BHI.2014.6864413

An entry generation pipeline for converting free-text medical document into Clinical Document Architecture document with entry-level. / Lin, Ching Heng; Lai, Wei Shao; Lee, Li Hui et al.
2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014. IEEE Computer Society, 2014. p. 505-508 6864413 (2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014).

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

Lin, CH, Lai, WS, Lee, LH, Tsao, HM & Liou, DM 2014, An entry generation pipeline for converting free-text medical document into Clinical Document Architecture document with entry-level. in 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014., 6864413, 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014, IEEE Computer Society, pp. 505-508, 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014, Valencia, Spain, 6/1/14. https://doi.org/10.1109/BHI.2014.6864413

Lin CH, Lai WS, Lee LH, Tsao HM, Liou DM. An entry generation pipeline for converting free-text medical document into Clinical Document Architecture document with entry-level. In 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014. IEEE Computer Society. 2014. p. 505-508. 6864413. (2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014). doi: 10.1109/BHI.2014.6864413

Lin, Ching Heng ; Lai, Wei Shao ; Lee, Li Hui et al. / An entry generation pipeline for converting free-text medical document into Clinical Document Architecture document with entry-level. 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014. IEEE Computer Society, 2014. pp. 505-508 (2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014).

@inproceedings{d37bc242ada844e0aada35df66a99a78,

title = "An entry generation pipeline for converting free-text medical document into Clinical Document Architecture document with entry-level",

abstract = "The Clinical Document Architecture (CDA) is a widely adopted international standard for clinical documents design; the CDA document with coded entries increases the semantic interoperability in the course of clinical document exchange. This study developed a CDA entry generation pipeline for converting free-text documents into CDA documents with entry-level. The results showed that CDA entry coding could be accomplished using natural language processing.",

author = "Lin, {Ching Heng} and Lai, {Wei Shao} and Lee, {Li Hui} and Tsao, {Hsiao Mei} and Liou, {Der Ming}",

year = "2014",

month = jan,

day = "1",

doi = "10.1109/BHI.2014.6864413",

language = "English",

isbn = "9781479921317",

series = "2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014",

publisher = "IEEE Computer Society",

pages = "505--508",

booktitle = "2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014",

address = "United States",

note = "2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014 ; Conference date: 01-06-2014 Through 04-06-2014",

}

TY - GEN

T1 - An entry generation pipeline for converting free-text medical document into Clinical Document Architecture document with entry-level

AU - Lin, Ching Heng

AU - Lai, Wei Shao

AU - Lee, Li Hui

AU - Tsao, Hsiao Mei

AU - Liou, Der Ming

PY - 2014/1/1

Y1 - 2014/1/1

N2 - The Clinical Document Architecture (CDA) is a widely adopted international standard for clinical documents design; the CDA document with coded entries increases the semantic interoperability in the course of clinical document exchange. This study developed a CDA entry generation pipeline for converting free-text documents into CDA documents with entry-level. The results showed that CDA entry coding could be accomplished using natural language processing.

AB - The Clinical Document Architecture (CDA) is a widely adopted international standard for clinical documents design; the CDA document with coded entries increases the semantic interoperability in the course of clinical document exchange. This study developed a CDA entry generation pipeline for converting free-text documents into CDA documents with entry-level. The results showed that CDA entry coding could be accomplished using natural language processing.

UR - http://www.scopus.com/inward/record.url?scp=84906860201&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84906860201&partnerID=8YFLogxK

U2 - 10.1109/BHI.2014.6864413

DO - 10.1109/BHI.2014.6864413

M3 - Conference contribution

AN - SCOPUS:84906860201

SN - 9781479921317

T3 - 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014

SP - 505

EP - 508

BT - 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014

PB - IEEE Computer Society

T2 - 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014

Y2 - 1 June 2014 through 4 June 2014

ER -

An entry generation pipeline for converting free-text medical document into Clinical Document Architecture document with entry-level

Abstract

Publication series

Conference

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this