Cancer-treatment-response

synthetic clinical data + outcomes

@kaggle.lijsbeth_cancer_treatment_response

Table List

2 tables(146.23 KB)

Treatment Response Development

@kaggle.lijsbeth_cancer_treatment_response.treatment_response_development

99.44 KB
1235 rows
16 columns

unnamed_0 Unnamed: 0	index Index	id ID	age Age	sex Sex	tumor_type Tumor Type	differentiation_grade Differentiation Grade	t_stage T Stage	n_stage N Stage	m_stage M Stage	survival_time_days Survival Time Days	overall_stage Overall Stage	smoking Smoking	weight_loss_percent Weight Loss Percent	tumor_location Tumor Location	complete_response_probability Complete Response Probability
	1202	acdb4a0d-b69e-4cbb-a0d3-653e98a34605	75	M	adenocarcinoma	G2	T3	N1	M0	584.1473145145749	III	nan	2.459183160437858	Distal	0.181456318345568
1	485	137905fa-edeb-4bc5-9d23-13944afa098c	72	M	squamous cell carcinoma	G3	T3	N1	M0	958.4341397703188	nan	Rarely	5.680662908176739	Distal	0.4037593390808525
2	698	8c978f41-bff2-4be0-bac5-99aa3c269b5e	69	F	adenocarcinoma	Gx	T3	N3	M0	83.84549334995543	III	Yes	4.546694959617097	Middle	0.249799949385567
3	946	7de6fe41-c467-4584-a4fa-cfa9dca6f809	59	M	adenocarcinoma	Gx	T3	N1	M0	989.4593770171332	III	nan	2.652577513754033	Distal	0.1968820347098422
4	928	2e00d074-73d5-4876-b0c3-15cc4dd0f2a5	70	M	squamous cell carcinoma	G3	T3	N1	M0	632.6264296061423	III	Yes	0.6119692692261699	Distal	0.3872800568298156
5	1158	e15d470f-8659-4763-9dd2-0b143a383d49	50	M	squamous cell carcinoma	Gx	T3	N1	M0	1906.569453187416	III	nan	0.5971129501659573	Distal	0.3165049051205153
6	492	cda89488-62f5-4798-8555-ce5463c5dd04	78	M	squamous cell carcinoma	G3	T3	N2	M0	214.85099517373664	III	nan	2.4960698863761235	Distal	0.3861135025428755
7	216	53e17788-83ef-4a73-94ee-a37cbe3426f7	54	M	adenocarcinoma	G2	T2	N1	M0	969.900396812905	II	Yes	1.763006771702902	Junction	0.2905319022219863
8	1069	f2ee1be4-94e2-4382-980b-4e95cc8f9858	63	M	adenocarcinoma	Gx	T3	N0	M0	798.9092893881351	II	Rarely	2.3685412172974925	Distal	0.1887620787718756
9	805	634932a9-03aa-44e0-9d3d-35866f27b72e	65	M	nan	G2	T3	N2	M0	2372.0165623313374	III	nan	3.913704718762562	Distal	0.1926979399106731


CREATE TABLE treatment_response_development (
  "unnamed_0" BIGINT,
  "index" BIGINT,
  "id" VARCHAR,
  "age" DOUBLE,
  "sex" VARCHAR,
  "tumor_type" VARCHAR,
  "differentiation_grade" VARCHAR,
  "t_stage" VARCHAR,
  "n_stage" VARCHAR,
  "m_stage" VARCHAR,
  "survival_time_days" DOUBLE,
  "overall_stage" VARCHAR,
  "smoking" VARCHAR,
  "weight_loss_percent" DOUBLE,
  "tumor_location" VARCHAR,
  "complete_response_probability" DOUBLE
);