Breast Cancer Prediction

Breast cancer screening and prediction

@kaggle.haithemhermessi_breast_cancer_screening_data_set

Table List

1 table(386.23 KB)

Data

@kaggle.haithemhermessi_breast_cancer_screening_data_set.data

386.23 KB
39998 rows
13 columns

age_at_the_time_of_mammography Age At The Time Of Mammography	radiologists_assessment Radiologists Assessment	comparison_mammogram_from_mammography Comparison Mammogram From Mammography	patients_bi_rads_breast_density Patients BI RADS Breast Density	family_history_of_breast_cancer Family History Of Breast Cancer	current_use_of_hormone_therapy Current Use Of Hormone Therapy	binary_indicator Binary Indicator	history_of_breast_biopsy History Of Breast Biopsy	is_film_or_digital_mammogram Is Film Or Digital Mammogram	cancer_type Cancer Type	body_mass_index Body Mass Index	patients_study_id Patients Study ID
62	Negative	Yes	Scattered fibroglandular densities	No	No	Yes	No		No cancer diagnosis	24.0235443	1
65	Negative	Yes	Extremely dense	No	No	Yes	No		No cancer diagnosis	Missing	2
69	Needs additional imaging	Yes	Scattered fibroglandular densities	No	No	Yes	No		No cancer diagnosis	29.0524292	3
64	Benign findings	Yes	Scattered fibroglandular densities	No	No	Yes	No		No cancer diagnosis	Missing	4
63	Probably benign	Yes	Scattered fibroglandular densities	No	No	Yes	Yes		No cancer diagnosis	33.7295227	5
65	Benign findings	Yes	Heterogeneously dense	No	No	Yes	No	true	No cancer diagnosis	Missing	6
65	Negative	Yes	Heterogeneously dense	No	No	Yes	Yes	true	No cancer diagnosis	Missing	7
75	Negative	Yes	Scattered fibroglandular densities	No	No	Yes	Yes		No cancer diagnosis	24.7460175	8
64	Benign findings	Yes	Scattered fibroglandular densities	No	No	Yes	No		No cancer diagnosis	Missing	9
66	Negative	Yes	Heterogeneously dense	No	No	Yes	No		No cancer diagnosis	16.4610291	10


CREATE TABLE data (
  "age_at_the_time_of_mammography" BIGINT,
  "radiologists_assessment" VARCHAR,
  "is_binary_indicator_of_cancer_diagnosis" BOOLEAN,
  "comparison_mammogram_from_mammography" VARCHAR,
  "patients_bi_rads_breast_density" VARCHAR,
  "family_history_of_breast_cancer" VARCHAR,
  "current_use_of_hormone_therapy" VARCHAR,
  "binary_indicator" VARCHAR,
  "history_of_breast_biopsy" VARCHAR,
  "is_film_or_digital_mammogram" BOOLEAN,
  "cancer_type" VARCHAR,
  "body_mass_index" VARCHAR,
  "patients_study_id" BIGINT
);