Publicação
Extracting BI-RADS features from portuguese clinical texts
| dc.contributor.author | Nassif, Houssam | |
| dc.contributor.author | Cunha, Filipe | |
| dc.contributor.author | Moreira, Inês C | |
| dc.contributor.author | Cruz-Correia, Ricardo | |
| dc.contributor.author | Sousa, Eliana | |
| dc.contributor.author | Page, David | |
| dc.contributor.author | Burnside, Elizabeth | |
| dc.contributor.author | Dutra, Inês | |
| dc.date.accessioned | 2019-07-11T09:41:47Z | |
| dc.date.available | 2019-07-11T09:41:47Z | |
| dc.date.issued | 2012 | |
| dc.description.abstract | 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. | pt_PT |
| dc.description.version | info:eu-repo/semantics/publishedVersion | pt_PT |
| dc.identifier.citation | Nassif, H., Cunha, F., Moreira, I. C., Cruz-Correia, R., Sousa, E., Page, D., Burnside, E., & Dutra, I. (2012). Extracting BI-RADS Features from Portuguese Clinical Texts. International Conference Bioinformatics Biomed, 1–4. https://doi.org/10.1109/BIBM.2012.6392613 | |
| dc.identifier.doi | 10.1109/BIBM.2012.6392613 | |
| dc.identifier.uri | http://hdl.handle.net/10400.22/14325 | |
| dc.language.iso | eng | pt_PT |
| dc.publisher | Institute of electrical and electronics engineers | pt_PT |
| dc.relation.publisherversion | https://ieeexplore.ieee.org/document/6392613 | pt_PT |
| dc.subject | Feature extraction | pt_PT |
| dc.subject | Breast cancer | pt_PT |
| dc.subject | BI-RADS descriptors | pt_PT |
| dc.title | Extracting BI-RADS features from portuguese clinical texts | pt_PT |
| dc.type | conference object | |
| dspace.entity.type | Publication | |
| oaire.citation.endPage | 4 | pt_PT |
| oaire.citation.startPage | 1 | pt_PT |
| oaire.citation.title | International Conference Bioinformatics Biomed | pt_PT |
| rcaap.rights | restrictedAccess | pt_PT |
| rcaap.type | conferenceObject | pt_PT |