Extracting BI-RADS Features from Portuguese Clinical Texts.
Publication
, Journal Article
Nassif, H; Cunha, F; Moreira, IC; Cruz-Correia, R; Sousa, E; Page, D; Burnside, E; Dutra, I
Published in: Proceedings (IEEE Int Conf Bioinformatics Biomed)
2012
In this work we build the first BI-RADS parser for Portuguese free texts, modeled after existing approaches to extract BI-RADS features from English medical records. Our concept finder uses a semantic grammar based on the BIRADS lexicon and on iterative transferred expert knowledge. We compare the performance of our algorithm to manual annotation by a specialist in mammography. Our results show that our parser's performance is comparable to the manual method.
Duke Scholars
Published In
Proceedings (IEEE Int Conf Bioinformatics Biomed)
DOI
ISSN
2156-1125
Publication Date
2012
Start / End Page
1 / 4
Location
United States
Citation
APA
Chicago
ICMJE
MLA
NLM
Nassif, H., Cunha, F., Moreira, I. C., Cruz-Correia, R., Sousa, E., Page, D., … Dutra, I. (2012). Extracting BI-RADS Features from Portuguese Clinical Texts. Proceedings (IEEE Int Conf Bioinformatics Biomed), 1–4. https://doi.org/10.1109/bibm.2012.6392613
Nassif, Houssam, Filipe Cunha, Inês C. Moreira, Ricardo Cruz-Correia, Eliana Sousa, David Page, Elizabeth Burnside, and Inês Dutra. “Extracting BI-RADS Features from Portuguese Clinical Texts.” Proceedings (IEEE Int Conf Bioinformatics Biomed), 2012, 1–4. https://doi.org/10.1109/bibm.2012.6392613.
Nassif H, Cunha F, Moreira IC, Cruz-Correia R, Sousa E, Page D, et al. Extracting BI-RADS Features from Portuguese Clinical Texts. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2012;1–4.
Nassif, Houssam, et al. “Extracting BI-RADS Features from Portuguese Clinical Texts.” Proceedings (IEEE Int Conf Bioinformatics Biomed), 2012, pp. 1–4. Pubmed, doi:10.1109/bibm.2012.6392613.
Nassif H, Cunha F, Moreira IC, Cruz-Correia R, Sousa E, Page D, Burnside E, Dutra I. Extracting BI-RADS Features from Portuguese Clinical Texts. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2012;1–4.
Published In
Proceedings (IEEE Int Conf Bioinformatics Biomed)
DOI
ISSN
2156-1125
Publication Date
2012
Start / End Page
1 / 4
Location
United States