Models:
Joseph Gordon
joseph-gordon/
Insights-into-the-I-SPY-c
0
Downloads: 1
[1654c6]: / data / I-SPY_1_clean_data.csv

Download this file

# SUBJECTID age White ER+ PR+ HR+ Bilateral Right_Breast MRI_LD_Baseline MRI_LD_1_3dAC MRI_LD_Int_Reg MRI_LD_PreSurg Alive Survival_length RFS RFS_code PCR RCB
1 1001 38.73 Yes Yes No Yes No No 88.0 78.0 30.0 14.0 No 1264 751 1 No 2.0
2 1002 37.79 Yes Yes Yes Yes No Yes 29.0 26.0 66.0 16.0 No 1155 1043 1 No 3.0
3 1003 49.83 Yes Yes Yes Yes No No 50.0 64.0 54.0 46.0 Yes 2387 2387 0 No 3.0
4 1008 64.51 Yes Yes Yes Yes Yes Yes 45.0 49.0 47.0 32.0 Yes 2341 2341 0 No 1.0
5 1009 40.66 No No No No No No 75.0 66.0 57.0 7.0 Yes 2355 2355 0 No 2.0
6 1010 41.53 Yes No No No No No 60.0 52.0 20.0 3.0 Yes 2151 2151 0 Yes 0.0
7 1011 40.82 No No No No No Yes 68.0 68.0 56.0 47.0 Yes 2340 2340 0 Yes 0.0
8 1012 53.78 No Yes Yes Yes No No 78.0 84.0 56.0 57.0 Yes 2425 2425 1 No 2.0
9 1013 49.36 Yes Yes Yes Yes No Yes 71.0 70.0 8.0 5.0 Yes 2383 2383 0 No 3.0
10 1015 42.16 Yes Yes No Yes No No 79.0 50.0 11.0 3.0 Yes 2039 2039 0 Yes 0.0
11 1016 35.52 Yes Yes Yes Yes No No 73.0 60.0 57.0 36.0 Yes 2359 759 1 No 2.0
12 1019 52.24 No No No No No Yes 115.0 68.0 33.0 67.0 Yes 2200 2370 0 No 2.0
13 1021 48.43 Yes Yes Yes Yes No No 63.0 55.0 0.0 0.0 Yes 2059 639 1 Yes 0.0
14 1022 51.41 Yes Yes No Yes No No 98.0 91.0 76.0 75.0 Yes 1924 1924 0 No 2.0
15 1026 44.41 Yes Yes No Yes No No 32.0 25.0 14.0 0.0 Yes 2158 2213 0 Yes 0.0
16 1029 63.63 Yes Yes Yes Yes No Yes 46.0 50.0 41.0 39.0 Yes 2023 2413 0 No 2.0
17 1030 52.46 No No No No No Yes 49.0 47.0 42.0 41.0 Yes 2209 2209 0 Yes 0.0
18 1033 59.05 Yes Yes Yes Yes No No 130.0 64.0 64.0 69.0 Yes 1942 1942 0 No 2.0
19 1034 46.57 Yes No No No No No 88.0 82.0 0.0 0.0 No 555 410 1 No 3.0
20 1037 51.14 Yes No No No No No 92.0 84.0 82.0 82.0 Yes 1806 1806 0 No 2.0
21 1038 37.81 No No No No No Yes 36.0 36.0 26.0 22.0 Yes 1843 1843 0 No 1.0
22 1039 30.99 No No No No No Yes 20.0 20.0 17.0 12.0 Yes 2030 2030 0 Yes 0.0
23 1041 46.64 Yes Yes Yes Yes No No 90.0 86.0 86.0 53.0 No 1679 1679 1 No 3.0
24 1042 58.07 Yes Yes Yes Yes No Yes 93.0 19.0 76.0 40.0 Yes 1928 2033 0 No 2.0
25 1043 38.88 Yes No Yes Yes No Yes 138.0 146.0 141.0 39.0 No 745 224 1 No 2.0
26 1045 49.58 No No No No No No 120.0 42.0 96.0 30.0 No 536 475 1 Yes 0.0
27 1047 26.69 Yes Yes No Yes Yes Yes 73.0 80.0 70.0 25.0 Yes 1799 2240 0 No 2.0
28 1048 52.32 Yes Yes Yes Yes No Yes 120.0 91.0 85.0 45.0 Yes 1907 1907 0 No 3.0
29 1049 50.43 Yes No No No No No 127.0 111.0 90.0 81.0 No 344 179 1 No 3.0
30 1050 63.17 Yes No No No No Yes 41.0 34.0 22.0 0.0 No 663 663 1 No 2.0
31 1054 42.76 No No No No No Yes 97.0 106.0 103.0 84.0 No 615 303 1 No 3.0
32 1055 52.82 Yes Yes Yes Yes No Yes 50.0 50.0 50.0 37.0 Yes 1738 1738 0 No 3.0
33 1056 35.37 Yes No No No No No 108.0 108.0 105.0 92.0 No 210 197 1 No 2.0
34 1057 44.24 Yes No No No No Yes 105.0 101.0 87.0 0.0 No 314 179 1 No 2.0
35 1058 54.72 Yes No No No No Yes 38.0 23.0 6.0 15.0 Yes 1655 1655 0 Yes 0.0
36 1060 67.18 No Yes Yes Yes No Yes 72.0 66.0 45.0 35.0 Yes 1622 1622 0 No 1.0
37 1061 54.19 Yes No No No No Yes 60.0 57.0 18.0 20.0 No 658 524 1 No 2.0
38 1062 34.61 Yes Yes Yes Yes No Yes 77.0 85.0 100.0 98.0 No 869 216 1 No 2.0
39 1063 52.17 Yes Yes No Yes No Yes 100.0 86.0 60.0 82.0 Yes 1862 1862 0 No 1.0
40 1065 55.22 No Yes Yes Yes No Yes 41.0 50.0 40.0 25.0 Yes 1273 1273 0 No 3.0
41 1066 57.42 Yes No No No No Yes 33.0 29.0 30.0 30.0 Yes 1670 1670 0 No 2.0
42 1069 57.18 Yes Yes Yes Yes No No 31.0 26.0 22.0 24.0 Yes 1947 1947 0 No 2.0
43 1070 36.78 No Yes No Yes No Yes 56.0 50.0 21.0 19.0 Yes 1596 1596 0 Yes 0.0
44 1071 38.53 No Yes Yes Yes No No 126.0 130.0 139.0 19.0 Yes 1720 1720 0 No 2.0
45 1073 49.24 Yes No No No No No 75.0 72.0 72.0 68.0 Yes 1725 1725 0 Yes 0.0
46 1074 36.51 Yes Yes No Yes No Yes 153.0 139.0 114.0 5.0 Yes 1981 1981 0 No 2.0
47 1075 33.47 Yes No No No No Yes 54.0 27.0 6.0 0.0 Yes 1891 1891 0 Yes 0.0
48 1077 41.65 Yes Yes Yes Yes No No 51.0 39.0 16.0 15.0 Yes 1926 1926 0 Yes 0.0
49 1078 31.33 No Yes Yes Yes No No 86.0 88.0 88.0 86.0 Yes 1939 1939 0 Yes 0.0
50 1082 46.58 Yes Yes Yes Yes No No 87.0 87.0 50.0 45.0 Yes 1812 1812 0 No 2.0
51 1083 51.89 Yes Yes No Yes No No 90.0 88.0 62.0 0.0 Yes 1560 1560 0 No 2.0
52 1084 34.53 Yes Yes No Yes No No 111.0 120.0 31.0 24.0 Yes 1766 1766 0 No 2.0
53 1085 43.93 Yes Yes Yes Yes No No 90.0 63.0 25.0 29.0 Yes 1895 1895 0 No 1.0
54 1086 41.51 No Yes Yes Yes No No 69.0 66.0 37.0 25.0 Yes 1643 1643 0 No 2.0
55 1088 53.05 Yes Yes Yes Yes No No 77.0 87.0 43.0 0.0 Yes 1967 1967 0 Yes 0.0
56 1089 60.95 No Yes Yes Yes No Yes 90.0 89.0 60.0 60.0 Yes 1485 1485 0 No 2.0
57 1090 51.54 Yes Yes Yes Yes No No 64.0 62.0 48.0 52.0 Yes 1646 843 1 Yes 0.0
58 1091 54.64 No No No No No No 70.0 62.0 54.0 53.0 No 1384 1154 1 No 2.0
59 1092 44.13 Yes Yes Yes Yes No Yes 82.0 88.0 43.0 0.0 Yes 1784 1959 0 No 1.0
60 1095 43.57 Yes Yes Yes Yes No Yes 76.0 67.0 56.0 54.0 Yes 1802 1802 0 No 3.0
61 1096 42.99 Yes No No No No Yes 44.0 36.0 27.0 1.0 No 1125 873 1 No 2.0
62 1097 44.5 Yes No No No No No 70.0 34.0 11.0 8.0 Yes 1785 1974 0 No 2.0
63 1098 62.29 Yes Yes No Yes No Yes 60.0 52.0 32.0 0.0 No 1395 1095 1 Yes 0.0
64 1099 50.35 Yes No No No No No 69.0 52.0 31.0 6.0 Yes 1769 1967 0 Yes 0.0
65 1100 63.32 Yes Yes No Yes No No 36.0 31.0 20.0 15.0 Yes 1906 1906 0 No 2.0
66 1101 42.84 No No No No No Yes 89.0 38.0 91.0 80.0 No 944 483 1 No 3.0
67 1102 57.46 No Yes No Yes No Yes 113.0 126.0 121.0 110.0 No 317 298 1 No 3.0
68 1103 50.15 Yes No No No No No 100.0 100.0 26.0 17.0 Yes 1886 1886 0 Yes 0.0
69 1106 50.41 No Yes Yes Yes No Yes 60.0 56.0 56.0 41.0 No 1176 677 1 No 2.0
70 1107 58.37 Yes Yes Yes Yes No No 24.0 22.0 20.0 20.0 Yes 1420 1420 0 No 2.0
71 1109 52.53 Yes Yes No Yes No No 28.0 23.0 16.0 20.0 Yes 1349 1349 0 No 2.0
72 1110 56.94 Yes Yes Yes Yes No Yes 36.0 36.0 21.0 13.0 Yes 1652 1652 0 No 2.0
73 1111 50.59 Yes Yes Yes Yes No Yes 78.0 79.0 77.0 78.0 Yes 1808 1808 0 No 3.0
74 1112 46.06 Yes No No No No No 71.0 78.0 58.0 5.0 Yes 1510 1510 0 Yes 0.0
75 1113 53.49 Yes Yes Yes Yes No No 25.0 25.0 24.0 0.0 Yes 1432 1432 0 No 1.0
76 1114 44.82 No Yes Yes Yes No Yes 60.0 50.0 45.0 45.0 Yes 1466 1756 0 No 2.0
77 1115 51.84 Yes Yes Yes Yes No Yes 184.0 145.0 95.0 0.0 Yes 1802 1802 0 Yes 0.0
78 1116 34.57 Yes Yes Yes Yes No No 26.0 30.0 7.0 42.0 Yes 1427 1427 0 No 2.0
79 1117 49.01 No Yes Yes Yes No Yes 68.0 65.0 38.0 20.0 Yes 1834 1834 0 No 2.0
80 1118 39.23 Yes Yes Yes Yes No No 36.0 45.0 50.0 0.0 Yes 1516 1516 0 Yes 0.0
81 1121 41.51 Yes No No No No Yes 31.0 23.0 17.0 0.0 Yes 1498 1498 0 Yes 0.0
82 1122 59.7 Yes No No No No No 65.0 53.0 56.0 25.0 Yes 1481 1481 0 No 2.0
83 1123 61.86 Yes Yes Yes Yes No No 85.0 61.0 60.0 48.0 Yes 1415 1415 0 No 3.0
84 1124 47.6 Yes No No No No No 100.0 95.0 95.0 82.0 Yes 1567 805 1 No 2.0
85 1125 44.85 No Yes Yes Yes No No 85.0 78.0 80.0 55.0 Yes 1615 1615 0 Yes 0.0
86 1128 33.18 Yes Yes No Yes No Yes 23.0 22.0 15.0 12.0 Yes 1684 1887 0 No 1.0
87 1129 52.45 No No No No No No 80.0 60.0 50.0 0.0 No 612 499 1 Yes 0.0
88 1130 39.08 Yes Yes No Yes No No 22.0 9.0 9.0 0.0 Yes 1375 1375 0 Yes 0.0
89 1132 51.42 Yes Yes Yes Yes No No 65.0 64.0 60.0 52.0 Yes 1719 1719 0 No 3.0
90 1134 43.06 Yes Yes Yes Yes No No 38.0 41.0 21.0 15.0 Yes 1599 1816 0 No 3.0
91 1135 58.89 Yes No No No No Yes 28.0 28.0 21.0 11.0 Yes 1596 1596 0 No 3.0
92 1136 60.03 No No No No No Yes 82.0 70.0 28.0 44.0 No 491 360 1 No 3.0
93 1137 29.38 Yes Yes Yes Yes No Yes 92.0 90.0 34.0 25.0 Yes 1708 1393 1 No 1.0
94 1138 35.13 No Yes No Yes No Yes 63.0 41.0 45.0 39.0 Yes 1329 1329 0 Yes 0.0
95 1139 46.26 Yes No No No No Yes 113.0 113.0 6.0 0.0 Yes 1679 1679 0 Yes 0.0
96 1141 49.15 No No No No No Yes 90.0 81.0 67.0 47.0 Yes 1662 1662 0 No 2.0
97 1142 28.76 Yes No Yes Yes No No 84.0 79.0 120.0 101.0 No 1011 718 1 No 3.0
98 1144 56.28 Yes No No No No No 47.0 46.0 26.0 18.0 Yes 1261 1261 0 Yes 0.0
99 1146 50.15 Yes Yes Yes Yes No No 72.0 59.0 48.0 30.0 Yes 283 283 0 No 3.0
100 1147 59.3 Yes No No No No No 63.0 42.0 22.0 9.0 Yes 1568 903 1 No 2.0