Table 6 Training and test datasets
From: Deep learning approach to detection of colonoscopic information from unstructured reports
Labels | D1 | D2 | D3 | D4 | D5 |
|---|---|---|---|---|---|
PROCEDURE NOTE | |||||
SEDATION | 860 | 1,735 | 2,586 | 3,443 | 4,312 |
SEDATIONLEVEL | 679 | 1,361 | 2,027 | 2,706 | 3,404 |
MEDICATION | 871 | 1,778 | 2,659 | 3,566 | 4,500 |
DOSAGE | 872 | 1,781 | 2,663 | 3,576 | 4,515 |
ANTISPASMODICS | 799 | 1,620 | 2,408 | 3,215 | 4,032 |
DRE | 995 | 1,990 | 2,986 | 3,982 | 4,979 |
PREPARATION | 996 | 1,993 | 2,985 | 3,977 | 4,971 |
DEVICE | 999 | 2,000 | 2,997 | 3,994 | 4,992 |
EXTENT | 1,000 | 2,000 | 2,998 | 3,995 | 4,992 |
COLONOSCOPIC FINDINGS | |||||
LESION | 1,043 | 2,053 | 3,201 | 4,237 | 5,336 |
LOCATION | 1,118 | 2,269 | 3,481 | 4,599 | 5,757 |
SHAPE | 719 | 1,513 | 2,296 | 3,024 | 3,795 |
COLOR | 197 | 373 | 589 | 789 | 983 |
SIZE | 726 | 1,530 | 2,318 | 3,037 | 3,831 |
NUMBER | 219 | 416 | 639 | 853 | 1,052 |
BIOPSY | 995 | 1,993 | 2,991 | 3,987 | 4,984 |
NEGATION | 651 | 1,300 | 1,929 | 2,609 | 3,240 |
Total | 13,739 | 27,705 | 41,753 | 55,589 | 69,675 |