From: Fine-grained information extraction from German transthoracic echocardiography reports
Article | Year | Domain | Language | Test set | Concepts | Prec. | Rec. | F1 |
---|---|---|---|---|---|---|---|---|
[28] | 2005 | Echo | English | 408 doc. | 10 | .99 | .78 | .87 |
[29] | 2012 | Echo | English | 475 doc. | 4 a | .95 | .89 | .92 |
[7] | 2009 | Mammography | Polish | 705 doc. | 66 | .996 | .995 | .996 |
[7] | 2009 | Diabetes | Polish | 100 doc. | 68 | .993 | .965 | .979 |
[5] | 2010 | General | English | 160 doc. | many c | .801 b | .645 b | .715 b |
[24] | 2004 | General | English | 150 sent. | many c | .89 | .77 | - d |
[40] | 2009 | Metastatic Tumor | English | 101 doc. | many c | .73 | .58 | .65 |
[40] | 2009 | Primary Tumor | English | 101 doc. | many c | .80 | .84 | .82 |
[40] | 2009 | Anatomical Site | English | 101 doc. | many c | .97 | .98 | .97 |
[14] | 2013 | Radiology | German | 40 doc. | 2 e | .54 | .74 | .63 |