Name
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 BI-RADS 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. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1109/BIBM.2012.6392613 | BIBM |
Keywords | DocType | Citations |
Extracting BI-RADS feature,BI-RADS lexicon,BI-RADS feature,semantic grammar,concept finder,Portuguese clinical text,manual method,BI-RADS parser,English medical record,expert knowledge,Portuguese free text,manual annotation | Conference | 1 |
PageRank | References | Authors |
0.38 | 0 | 7 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Ricardo Cruz-Correia | 1 | 17 | 8.20 |
| Filipe Cunha | 2 | 1 | 0.38 |
| Elizabeth S. Burnside | 3 | 199 | 27.84 |
| Houssam Nassif | 4 | 88 | 9.75 |
| Ines Dutra | 5 | 4 | 1.13 |
| Eliana Sousa | 6 | 1 | 1.05 |
| David Page | 7 | 533 | 61.12 |