Table 1 The dataset comprises data from 5046 female participants of Mexican descent. It includes demographic details such as age and medical history, including breast implant status, prior cancer history, and previous surgeries or biopsies. Furthermore, it contains information on family cancer history, breast density classifications (A, B, C, D), and BI-RADS assessments across five categories. The dataset also records biopsy recommendations and confirmed cancer cases, as well as the mean time to a cancer event
Characteristics of dataset | |
|---|---|
No. of Examples | 5046 |
Sex | Women(5046), 100% |
Race | Mexican Population |
Age (Mean, SD, Range) | 53, 9.99, 25-90 |
Patients Implants | No: 4185, Yes: 861 |
History of Previous Cancer | No: 4525, Yes: 521 |
Previous Surgeries/Biopsies | No: 4160, Yes: 886 |
Family History of Cancer | No: 4296, Yes: 750 |
Breast Density Distribution | A: 641, B: 1271, C: 2053, D: 1064 |
Distribution of BIRADS | 1: 117, 2: 3921, 3: 802, 4: 129, 5: 77 |
Biopsy Recommendation | No: 4796, Yes: 250 |
Patients with Confirmed Cancer | 30 |
Cancer Development in Five Years | 61 |
Mean Time to Cancer Event | Mean: 1000.008 Days, SD: 898.91 |