Table 1 Baseline characteristics of the women with breast cancer diagnosed in 2004 that were included in this study.
From: Performance and efficiency of machine learning algorithms for analyzing rectangular biomedical data
Alive, n (%) | Breast cancer, n (%) | CVS, n (%) | Non-breast cancer, n (%) | Other cause, n (%) | |
|---|---|---|---|---|---|
Total | 28,323 (62.82) | 7752 (17.19) | 3120 (6.92) | 1874 (4.16) | 4016 (8.91) |
Age 65+ years | |||||
No | 21,382 (75) | 4727 (61) | 417 (13) | 695 (37) | 849 (21) |
Yes | 6941 (25) | 3025 (39) | 2703 (87) | 1179 (63) | 3167 (79) |
Grade 2tier | |||||
Low | 16,939 (65) | 2686 (41) | 1933 (69) | 1057 (64) | 2489 (69) |
High | 9265 (35) | 3801 (59) | 849 (31) | 586 (36) | 1103 (31) |
T Category | |||||
T1–2 | 25,813 (91) | 4530 (58) | 2645 (85) | 1556 (83) | 3443 (86) |
T3–4 | 1450 (5) | 2181 (28) | 283 (9) | 156 (8) | 324 (8) |
Unknown | 1060 (4) | 1041 (13) | 192 (6) | 162 (9) | 249 (6) |
N category | |||||
0 | 19,410 (69) | 2399 (31) | 2128 (68) | 1221 (65) | 2744 (68) |
1 | 6398 (23) | 2253 (29) | 544 (17) | 338 (18) | 764 (19) |
2 | 1445 (5) | 1123 (14) | 174 (6) | 119 (6) | 184 (5) |
3 | 518 (2) | 962 (12) | 74 (2) | 60 (3) | 94 (2) |
Unknown | 552 (2) | 1015 (13) | 200 (6) | 136 (7) | 230 (6) |
M category | |||||
0 | 27,595 (97) | 5551 (72) | 2876 (92) | 1684 (90) | 3718 (93) |
1 | 174 (1) | 1636 (21) | 79 (3) | 105 (6) | 115 (3) |
Unknown | 554 (2) | 565 (7) | 165 (5) | 85 (5) | 183 (5) |
Summary stage 2000 (1998+) | |||||
Blank(s) | 14,498 (51) | 947 (12) | 1434 (46) | 881 (47) | 1940 (48) |
Distant | 9929 (35) | 2158 (28) | 984 (32) | 546 (29) | 1246 (31) |
Localized | 2453 (9) | 2170 (28) | 341 (11) | 213 (11) | 400 (10) |
Regional | 178 (1) | 1637 (21) | 80 (3) | 111 (6) | 118 (3) |
Unknown/unstaged | 1265 (4) | 840 (11) | 281 (9) | 123 (7) | 312 (8) |
Diagnosis confirmation | |||||
Microscopic diagnosis | 28,283 (100) | 7539 (97) | 3084 (99) | 1852 (99) | 3980 (99) |
Radiologic and clinical diagnosis | 33 (0) | 134 (2) | 30 (1) | 16 (1) | 33 (1) |
Other | <10 | 79 (1) | <10 | <10 | <10 |
Histology type | |||||
IDC | 20,014 (71) | 5113 (66) | 2064 (66) | 1220 (65) | 2585 (64) |
ILC | 1930 (7) | 590 (8) | 266 (9) | 136 (7) | 383 (10) |
MDLC | 2472 (9) | 592 (8) | 218 (7) | 135 (7) | 317 (8) |
IDC with mixed feature | 157 (1) | 38 (0) | 17 (1) | 6 (0) | 19 (0) |
ILC with mixed feature | 860 (3) | 153 (2) | 111 (4) | 58 (3) | 142 (4) |
Others | 2890 (10) | 1266 (16) | 444 (14) | 319 (17) | 570 (14) |
ER/PR receptor status | |||||
ER− PR− | 5234 (18) | 2180 (28) | 431 (14) | 332 (18) | 590 (15) |
ER+ PR− | 3094 (11) | 1004 (13) | 370 (12) | 187 (10) | 486 (12) |
ER− PR+ | 393 (1) | 114 (1) | 20 (1) | 23 (1) | 26 (1) |
ER+ PR+ | 16,630 (59) | 3118 (40) | 1816 (58) | 1053 (56) | 2316 (58) |
Other/unknown | 2972 (10) | 1336 (17) | 483 (15) | 279 (15) | 598 (15) |
Laterality | |||||
Missing | 14 (0) | 45 (1) | <10 | <10 | <10 |
Left | 14,162 (50) | 3871 (50) | 1617 (52) | 929 (50) | 2036 (51) |
Unknown site | 23 (0) | 165 (2) | 13 (0) | 30 (2) | 10 (0) |
Right | 14,124 (50) | 3671 (47) | 1487 (48) | 910 (49) | 1967 (49) |
Surgery | |||||
Lumpectomy | 17,179 (61) | 2349 (30) | 1599 (51) | 1000 (53) | 2083 (52) |
Mastectomy | 10,593 (37) | 3650 (47) | 1297 (42) | 732 (39) | 1630 (41) |
Other/unknown | 551 (2) | 1753 (23) | 224 (7) | 142 (8) | 303 (8) |
Radiotherapy | |||||
No | 12,538 (44) | 4556 (59) | 2001 (64) | 1005 (54) | 2475 (62) |
Yes | 15,785 (56) | 3196 (41) | 1119 (36) | 869 (46) | 1541 (38) |
Chemotherapy | |||||
No | 15,240 (54) | 3451 (45) | 2641 (85) | 1297 (69) | 3238 (81) |
Yes | 13,083 (46) | 4301 (55) | 479 (15) | 577 (31) | 778 (19) |
Percent of high school education attainment, quartilea | |||||
Q1 | 7412 (26) | 1694 (22) | 717 (23) | 442 (24) | 931 (23) |
Q2 | 7266 (26) | 1800 (23) | 773 (25) | 492 (26) | 1049 (26) |
Q3 | 6719 (24) | 2077 (27) | 808 (26) | 481 (26) | 1023 (25) |
Q4 | 6926 (24) | 2181 (28) | 822 (26) | 459 (24) | 1013 (25) |
Percent of persons in poverty, quartilea | |||||
Q1 | 7541 (27) | 1706 (22) | 720 (23) | 454 (24) | 903 (22) |
Q2 | 7179 (25) | 1854 (24) | 708 (23) | 487 (26) | 1004 (25) |
Q3 | 6687 (24) | 2005 (26) | 845 (27) | 478 (26) | 1089 (27) |
Q4 | 6916 (24) | 2187 (28) | 847 (27) | 455 (24) | 1020 (25) |
Percent of foreign-born residents, quartilea | |||||
Q1 | 6695 (24) | 2066 (27) | 893 (29) | 516 (28) | 1177 (29) |
Q2 | 7006 (25) | 1950 (25) | 790 (25) | 458 (24) | 1042 (26) |
Q3 | 7264 (26) | 1814 (23) | 742 (24) | 485 (26) | 968 (24) |
Q4 | 7358 (26) | 1922 (25) | 695 (22) | 415 (22) | 829 (21) |
Rural urban continuum 2003 | |||||
Metro | 25,411 (90) | 6831 (88) | 2705 (87) | 1642 (88) | 3452 (86) |
Non-metro | 2912 (10) | 921 (12) | 415 (13) | 232 (12) | 564 (14) |
