BIRADS	age	shape	margin	density	severity
5	67	lobular	spiculated	low	1
5	58	irregular	spiculated	low	1
4	28	round	circumscribed	low	0
5	57	round	spiculated	low	1
5	76	round	ill-defined	low	1
3	42	oval	circumscribed	low	1
4	36	lobular	circumscribed	iso	0
4	60	oval	circumscribed	iso	0
4	54	round	circumscribed	low	0
3	52	lobular	ill-defined	low	0
4	59	oval	circumscribed	low	1
4	54	round	circumscribed	low	1
5	56	irregular	obscured	high	1
5	42	irregular	ill-defined	low	1
4	59	oval	ill-defined	low	1
5	75	irregular	spiculated	low	1
5	45	irregular	spiculated	low	1
5	55	irregular	ill-defined	low	0
4	46	round	spiculated	iso	0
5	54	irregular	ill-defined	low	1
5	57	irregular	ill-defined	low	1
4	39	round	circumscribed	iso	0
4	81	round	circumscribed	low	0
4	60	oval	circumscribed	low	0
5	67	lobular	ill-defined	iso	1
4	55	lobular	ill-defined	iso	0
4	78	round	circumscribed	high	0
4	50	round	circumscribed	low	0
5	62	lobular	spiculated	iso	1
5	64	irregular	spiculated	low	1
5	67	irregular	spiculated	low	1
4	74	oval	circumscribed	iso	0
5	80	lobular	spiculated	low	1
4	49	oval	circumscribed	high	0
5	52	irregular	obscured	low	1
5	60	irregular	obscured	low	1
4	57	oval	spiculated	low	0
5	74	irregular	ill-defined	low	1
4	49	round	circumscribed	low	0
4	45	oval	circumscribed	low	0
4	64	oval	circumscribed	low	0
4	73	oval	circumscribed	iso	0
5	68	irregular	obscured	low	1
5	52	irregular	spiculated	low	0
5	66	irregular	ill-defined	low	1
4	25	round	circumscribed	low	0
5	74	round	circumscribed	iso	1
4	64	round	circumscribed	low	0
5	60	irregular	obscured	iso	1
5	67	oval	ill-defined	high	0
4	67	irregular	spiculated	low	0
5	44	irregular	ill-defined	iso	1
3	68	round	circumscribed	low	1
5	58	irregular	ill-defined	low	1
5	62	round	spiculated	low	1
4	73	lobular	ill-defined	low	1
4	80	irregular	ill-defined	low	1
5	59	oval	circumscribed	low	1
5	54	irregular	ill-defined	low	1
5	62	irregular	ill-defined	low	0
4	33	oval	circumscribed	low	0
4	57	round	circumscribed	low	0
4	45	irregular	ill-defined	low	0
5	71	irregular	ill-defined	low	1
5	59	irregular	ill-defined	iso	0
4	56	round	circumscribed	low	0
4	57	oval	circumscribed	iso	0
5	55	lobular	ill-defined	low	1
5	84	irregular	spiculated	low	0
5	51	irregular	ill-defined	low	1
4	24	oval	circumscribed	iso	0
4	66	round	circumscribed	low	0
5	33	irregular	ill-defined	low	0
4	59	irregular	obscured	iso	0
5	40	irregular	spiculated	low	1
5	67	irregular	ill-defined	low	1
5	75	irregular	obscured	low	1
5	86	irregular	ill-defined	low	0
5	66	irregular	ill-defined	low	1
5	46	irregular	spiculated	low	1
4	59	irregular	ill-defined	low	1
5	65	irregular	ill-defined	low	1
4	53	round	circumscribed	low	0
5	67	lobular	spiculated	low	1
5	80	irregular	spiculated	low	1
4	55	oval	circumscribed	low	0
4	47	round	circumscribed	iso	0
5	62	irregular	spiculated	low	1
5	63	irregular	ill-defined	low	1
4	71	irregular	ill-defined	low	1
4	41	round	circumscribed	low	0
5	57	irregular	ill-defined	fat-containing	1
5	71	irregular	ill-defined	fat-containing	1
4	66	round	circumscribed	low	0
4	47	oval	ill-defined	iso	0
3	34	irregular	ill-defined	low	0
4	59	lobular	ill-defined	low	0
5	67	irregular	ill-defined	low	1
4	41	oval	circumscribed	low	0
4	23	lobular	circumscribed	low	0
4	42	oval	circumscribed	low	0
5	87	irregular	spiculated	low	1
4	68	round	circumscribed	low	1
4	64	round	circumscribed	low	0
5	54	lobular	spiculated	low	1
5	86	irregular	spiculated	low	1
4	21	oval	circumscribed	low	0
4	53	irregular	ill-defined	low	0
4	44	irregular	ill-defined	low	0
4	54	round	circumscribed	low	0
5	63	irregular	spiculated	low	1
4	45	oval	circumscribed	iso	0
5	71	irregular	spiculated	low	0
5	49	irregular	ill-defined	low	1
4	49	irregular	ill-defined	low	0
5	66	irregular	ill-defined	fat-containing	0
4	19	round	circumscribed	low	0
4	35	round	circumscribed	iso	0
5	74	irregular	spiculated	low	1
5	37	irregular	ill-defined	low	1
5	81	lobular	ill-defined	low	1
5	59	irregular	ill-defined	low	1
4	34	round	circumscribed	low	0
5	79	irregular	obscured	low	1
5	60	lobular	circumscribed	low	0
4	41	round	circumscribed	low	1
4	50	round	circumscribed	low	0
5	85	irregular	ill-defined	low	1
4	46	round	circumscribed	low	0
5	66	irregular	ill-defined	low	1
4	73	lobular	circumscribed	iso	0
4	55	round	circumscribed	low	0
4	49	oval	circumscribed	low	0
3	49	irregular	ill-defined	low	0
4	51	irregular	spiculated	low	1
2	48	irregular	ill-defined	low	0
4	58	irregular	spiculated	low	0
5	72	irregular	spiculated	low	1
4	46	oval	obscured	low	0
4	43	irregular	obscured	low	1
4	46	round	circumscribed	high	0
4	69	lobular	circumscribed	low	0
5	43	oval	circumscribed	low	1
5	76	irregular	spiculated	low	1
4	46	round	circumscribed	low	0
4	59	oval	ill-defined	low	0
4	57	round	circumscribed	low	0
3	45	oval	circumscribed	low	0
3	43	oval	circumscribed	low	0
4	45	oval	circumscribed	low	0
5	57	irregular	spiculated	low	1
5	79	irregular	ill-defined	low	1
5	54	oval	circumscribed	low	1
4	40	lobular	ill-defined	low	0
5	63	irregular	ill-defined	low	1
4	52	oval	circumscribed	low	0
4	38	round	circumscribed	low	0
3	72	irregular	obscured	low	0
5	80	irregular	obscured	low	1
5	76	irregular	obscured	low	1
4	62	lobular	circumscribed	low	0
5	64	irregular	spiculated	low	1
5	42	irregular	spiculated	low	0
4	64	irregular	spiculated	low	0
4	63	irregular	ill-defined	low	1
4	24	oval	circumscribed	iso	0
5	72	irregular	ill-defined	low	1
4	63	oval	circumscribed	low	0
4	46	round	circumscribed	low	0
3	33	round	circumscribed	low	0
5	76	irregular	ill-defined	low	1
4	36	oval	obscured	low	0
4	40	oval	circumscribed	low	0
5	58	round	spiculated	low	1
4	43	oval	circumscribed	low	0
3	42	round	circumscribed	low	0
4	32	round	circumscribed	low	0
5	57	irregular	ill-defined	iso	1
4	37	round	circumscribed	low	0
4	70	irregular	ill-defined	low	1
5	56	irregular	microlobulated	low	1
5	73	irregular	ill-defined	low	1
5	77	irregular	spiculated	low	1
5	67	irregular	ill-defined	high	1
5	71	irregular	obscured	low	1
5	65	irregular	ill-defined	low	1
4	43	round	circumscribed	low	0
4	49	oval	circumscribed	low	0
5	76	irregular	microlobulated	low	1
4	55	irregular	ill-defined	low	0
5	72	irregular	spiculated	low	1
3	53	irregular	obscured	low	0
5	75	irregular	ill-defined	low	1
5	61	irregular	spiculated	low	1
5	67	irregular	ill-defined	low	1
5	55	irregular	microlobulated	low	1
5	66	irregular	ill-defined	low	1
2	76	round	circumscribed	iso	0
4	57	irregular	ill-defined	low	1
5	71	lobular	circumscribed	low	0
5	70	irregular	spiculated	low	1
4	63	oval	circumscribed	low	0
5	40	round	ill-defined	low	1
4	41	round	circumscribed	low	0
4	47	oval	circumscribed	iso	0
4	68	round	circumscribed	low	1
4	64	irregular	obscured	low	1
4	73	irregular	obscured	low	0
4	39	irregular	obscured	low	0
5	55	irregular	spiculated	fat-containing	1
5	53	lobular	ill-defined	fat-containing	0
5	66	irregular	ill-defined	low	1
4	43	lobular	circumscribed	iso	0
5	44	irregular	spiculated	low	1
4	77	irregular	ill-defined	low	1
4	62	oval	ill-defined	low	0
5	80	irregular	ill-defined	low	1
4	33	irregular	ill-defined	low	0
4	50	irregular	spiculated	low	1
5	46	irregular	ill-defined	low	1
5	49	irregular	spiculated	low	1
4	53	round	circumscribed	low	0
3	46	oval	circumscribed	iso	0
4	57	round	circumscribed	low	0
4	54	lobular	circumscribed	low	0
2	49	oval	circumscribed	iso	0
4	47	lobular	circumscribed	low	0
4	40	round	circumscribed	low	0
4	45	round	circumscribed	low	0
4	50	irregular	spiculated	low	1
5	54	irregular	ill-defined	low	1
4	67	irregular	circumscribed	low	1
4	77	irregular	ill-defined	low	1
4	66	irregular	obscured	low	0
4	36	oval	obscured	low	0
4	69	irregular	ill-defined	low	0
4	48	round	circumscribed	low	0
4	64	irregular	ill-defined	low	1
4	71	irregular	microlobulated	low	1
5	60	irregular	obscured	low	1
4	24	round	circumscribed	low	0
5	34	irregular	spiculated	iso	1
4	79	round	circumscribed	iso	0
4	45	round	circumscribed	low	0
4	37	oval	circumscribed	iso	0
4	42	round	circumscribed	iso	0
4	72	irregular	ill-defined	low	1
5	60	irregular	spiculated	low	1
5	85	lobular	spiculated	low	1
4	51	round	circumscribed	low	0
5	54	irregular	spiculated	low	1
5	55	irregular	obscured	low	1
4	64	irregular	ill-defined	low	0
5	67	irregular	spiculated	low	1
5	75	irregular	obscured	low	1
5	87	irregular	ill-defined	low	1
4	46	irregular	ill-defined	low	1
5	61	round	circumscribed	low	1
4	44	round	ill-defined	low	0
4	32	round	circumscribed	low	0
4	62	round	circumscribed	low	0
5	59	irregular	spiculated	low	1
4	61	irregular	circumscribed	low	0
5	78	irregular	ill-defined	low	1
5	42	irregular	spiculated	low	0
4	45	round	microlobulated	low	0
5	34	oval	circumscribed	low	1
4	27	lobular	circumscribed	low	0
4	43	round	circumscribed	low	0
5	83	irregular	ill-defined	low	1
4	36	oval	circumscribed	low	0
4	37	oval	circumscribed	low	0
4	56	lobular	circumscribed	low	1
5	55	irregular	ill-defined	low	1
4	88	irregular	ill-defined	low	1
5	71	irregular	ill-defined	low	1
4	41	oval	circumscribed	low	0
5	49	irregular	ill-defined	low	1
3	51	round	circumscribed	fat-containing	0
4	39	round	obscured	low	0
4	46	oval	circumscribed	low	0
5	52	irregular	ill-defined	low	1
5	58	irregular	ill-defined	low	1
4	67	irregular	spiculated	low	1
5	80	irregular	ill-defined	low	1
4	45	round	circumscribed	low	0
5	68	irregular	ill-defined	low	1
4	44	oval	obscured	low	0
5	74	irregular	obscured	low	1
5	55	irregular	spiculated	low	0
4	49	irregular	ill-defined	low	1
4	49	round	circumscribed	low	0
5	50	irregular	obscured	low	1
5	52	lobular	spiculated	low	1
4	45	round	circumscribed	low	0
4	66	round	circumscribed	low	0
4	68	irregular	ill-defined	low	1
4	72	oval	circumscribed	low	0
5	74	irregular	ill-defined	low	1
5	58	irregular	ill-defined	low	1
4	77	oval	obscured	low	0
4	49	lobular	circumscribed	low	0
5	60	irregular	obscured	low	1
5	69	irregular	obscured	low	1
4	53	oval	circumscribed	low	0
3	46	lobular	ill-defined	low	0
5	74	irregular	ill-defined	low	1
4	58	round	circumscribed	low	0
5	68	irregular	ill-defined	low	1
5	46	irregular	obscured	low	0
5	61	oval	ill-defined	low	1
5	70	irregular	obscured	low	1
5	37	irregular	ill-defined	low	1
3	65	irregular	spiculated	low	1
4	67	irregular	ill-defined	low	0
5	69	lobular	ill-defined	low	0
5	76	irregular	ill-defined	low	1
4	65	irregular	obscured	low	0
5	72	irregular	microlobulated	low	1
4	62	irregular	microlobulated	low	0
5	42	irregular	ill-defined	low	1
5	66	irregular	obscured	low	1
5	48	irregular	ill-defined	low	1
4	35	round	circumscribed	low	0
5	60	irregular	ill-defined	low	1
5	67	irregular	microlobulated	low	1
5	78	irregular	ill-defined	low	1
4	66	round	circumscribed	low	1
4	48	round	circumscribed	low	0
4	31	round	circumscribed	low	0
5	43	irregular	obscured	low	1
5	72	oval	ill-defined	low	0
5	66	round	circumscribed	low	1
4	56	irregular	ill-defined	low	0
5	58	irregular	spiculated	low	1
5	33	oval	ill-defined	low	1
4	37	round	circumscribed	low	0
5	36	irregular	obscured	low	1
4	39	oval	obscured	low	0
4	39	irregular	ill-defined	low	1
5	83	irregular	ill-defined	low	1
4	68	irregular	spiculated	low	1
5	63	lobular	ill-defined	low	1
5	78	irregular	ill-defined	low	1
4	38	oval	obscured	low	0
5	46	irregular	obscured	low	1
5	60	irregular	ill-defined	low	1
5	56	oval	obscured	low	1
4	33	round	circumscribed	low	0
4	69	round	spiculated	low	1
5	66	round	ill-defined	low	1
4	72	round	obscured	low	0
4	29	round	circumscribed	low	0
5	54	irregular	spiculated	low	1
5	80	irregular	ill-defined	low	1
5	68	irregular	obscured	low	1
4	35	oval	circumscribed	low	0
4	50	round	circumscribed	low	0
4	32	irregular	obscured	low	0
0	69	irregular	spiculated	low	1
4	71	irregular	spiculated	low	1
5	87	irregular	spiculated	low	1
4	64	round	circumscribed	low	0
5	55	irregular	spiculated	low	1
4	18	round	circumscribed	low	0
4	53	round	circumscribed	low	0
5	84	irregular	spiculated	low	1
5	80	irregular	obscured	low	1
4	32	round	circumscribed	low	0
5	77	lobular	ill-defined	low	1
4	38	round	circumscribed	low	0
5	54	irregular	spiculated	low	1
4	63	round	circumscribed	low	0
4	61	round	circumscribed	low	0
4	52	round	circumscribed	low	0
4	36	round	circumscribed	low	0
4	59	round	circumscribed	low	0
5	51	irregular	ill-defined	iso	1
4	36	round	circumscribed	low	0
5	40	irregular	obscured	low	1
4	49	round	circumscribed	low	0
4	37	oval	obscured	low	0
4	46	round	circumscribed	low	0
4	63	round	circumscribed	low	0
4	28	oval	circumscribed	low	0
4	47	oval	circumscribed	low	0
4	42	oval	circumscribed	low	1
5	44	irregular	spiculated	low	1
4	49	irregular	ill-defined	low	0
5	47	irregular	spiculated	low	1
5	52	irregular	spiculated	low	1
4	53	round	circumscribed	low	1
5	83	lobular	obscured	low	1
5	63	irregular	ill-defined	low	1
4	54	round	circumscribed	low	0
4	50	irregular	ill-defined	low	0
5	80	irregular	spiculated	low	1
5	45	oval	ill-defined	low	0
4	28	oval	circumscribed	low	0
4	31	round	circumscribed	low	0
4	41	oval	circumscribed	low	0
4	21	lobular	circumscribed	low	0
5	44	lobular	ill-defined	low	1
5	49	irregular	ill-defined	low	1
5	71	irregular	spiculated	low	1
5	75	irregular	spiculated	low	1
4	38	oval	circumscribed	low	0
4	60	round	obscured	low	0
5	87	irregular	spiculated	low	1
4	70	irregular	ill-defined	low	1
5	55	irregular	spiculated	low	1
3	21	round	circumscribed	low	0
4	50	round	circumscribed	low	0
5	76	irregular	spiculated	low	1
4	23	round	circumscribed	low	0
5	73	irregular	spiculated	low	1
4	38	oval	obscured	low	0
2	57	round	circumscribed	low	0
5	65	irregular	spiculated	low	1
5	67	oval	ill-defined	low	1
5	61	oval	ill-defined	low	1
5	56	irregular	ill-defined	low	0
5	71	oval	ill-defined	low	1
4	49	oval	microlobulated	low	0
4	44	oval	circumscribed	low	0
0	58	irregular	ill-defined	low	0
4	27	oval	circumscribed	low	0
5	73	irregular	spiculated	low	1
4	34	oval	circumscribed	low	0
4	50	oval	circumscribed	low	1
4	62	oval	circumscribed	low	0
3	21	lobular	circumscribed	low	0
4	36	lobular	circumscribed	low	0
4	45	oval	circumscribed	low	1
5	67	irregular	spiculated	low	1
4	21	round	circumscribed	low	0
4	57	oval	circumscribed	low	0
5	66	irregular	spiculated	low	1
4	71	irregular	ill-defined	low	1
5	69	lobular	ill-defined	low	1
6	80	irregular	spiculated	low	1
3	27	oval	circumscribed	low	0
4	38	oval	circumscribed	low	0
4	23	oval	circumscribed	low	0
4	46	irregular	obscured	low	0
4	61	oval	obscured	low	0
5	65	irregular	spiculated	low	1
4	60	irregular	obscured	low	0
5	83	irregular	spiculated	low	1
5	40	irregular	ill-defined	low	1
4	53	lobular	ill-defined	low	0
4	76	irregular	ill-defined	low	0
5	79	round	ill-defined	low	1
5	38	oval	ill-defined	low	1
4	61	lobular	ill-defined	low	0
4	56	oval	circumscribed	low	0
4	44	oval	circumscribed	low	0
4	66	lobular	obscured	low	0
4	50	lobular	obscured	low	0
4	46	round	circumscribed	low	0
4	39	round	circumscribed	low	0
5	55	irregular	spiculated	low	1
4	40	oval	circumscribed	low	0
4	26	round	circumscribed	low	0
5	84	lobular	microlobulated	low	1
4	41	oval	microlobulated	low	0
4	63	round	circumscribed	low	0
4	49	round	circumscribed	low	0
4	56	oval	microlobulated	low	1
5	65	irregular	ill-defined	low	0
4	54	round	circumscribed	low	0
4	36	round	circumscribed	low	0
5	49	irregular	ill-defined	low	0
4	59	irregular	ill-defined	low	1
5	75	irregular	ill-defined	low	1
5	59	irregular	microlobulated	low	0
5	59	irregular	ill-defined	low	1
4	28	irregular	ill-defined	low	1
5	53	irregular	spiculated	low	0
5	57	irregular	ill-defined	low	0
5	77	irregular	obscured	fat-containing	0
5	85	irregular	obscured	low	1
4	59	irregular	ill-defined	low	0
5	59	round	spiculated	low	1
4	65	lobular	obscured	low	1
4	54	oval	circumscribed	low	0
5	46	irregular	spiculated	low	1
4	63	irregular	ill-defined	low	1
4	53	round	circumscribed	low	1
4	56	round	circumscribed	low	0
5	66	irregular	ill-defined	low	1
5	66	irregular	spiculated	low	1
4	55	round	circumscribed	low	0
4	44	round	circumscribed	low	0
5	86	lobular	ill-defined	low	1
5	47	irregular	spiculated	low	1
5	59	irregular	spiculated	low	1
5	66	irregular	spiculated	low	0
5	61	irregular	obscured	low	1
4	69	round	circumscribed	low	0
5	93	round	spiculated	low	1
4	39	round	obscured	low	0
5	44	irregular	spiculated	low	1
4	45	oval	microlobulated	low	0
4	51	lobular	ill-defined	low	0
4	56	oval	ill-defined	low	0
4	66	irregular	ill-defined	low	0
5	61	irregular	spiculated	low	1
4	64	lobular	obscured	low	1
5	57	oval	ill-defined	low	0
5	79	irregular	ill-defined	low	1
4	44	irregular	circumscribed	high	0
4	31	oval	circumscribed	low	0
4	63	irregular	ill-defined	low	0
4	64	round	circumscribed	low	0
5	47	irregular	spiculated	low	0
5	68	irregular	spiculated	low	1
4	30	round	circumscribed	low	0
5	43	irregular	spiculated	low	1
4	56	round	circumscribed	low	0
4	46	oval	circumscribed	low	0
4	67	oval	circumscribed	low	0
5	52	irregular	spiculated	low	1
4	67	irregular	ill-defined	low	1
4	47	oval	circumscribed	low	0
5	58	irregular	spiculated	low	1
4	28	oval	circumscribed	low	0
4	43	round	circumscribed	low	0
4	57	oval	ill-defined	low	0
5	68	irregular	spiculated	low	1
4	64	oval	ill-defined	low	0
4	64	oval	ill-defined	low	0
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