Identification of Women for Referral to Colposcopy by Neural Networks: A Preliminary Study Based on LBC and Molecular Biomarkers

Table 3

Training and test sets.

Histological examination result
		ADENO-CA	SCC	CIN-3	CIN-2	CIN-1	HPV	HPV-suspect	Negative	Clinically negative	Total
					Training set
Bethesda classification	ADENO-CA	3	0	0	0	0	0	0	0	0	3
	SCC	0	3	0	0	0	0	0	0	0	3
	HSIL	0	4	19	20	9	0	0	2	0	54
	ASC-H	0	1	0	1	0	2	0	1	0	5
	LSIL	1	0	6	11	34	24	5	10	0	91
	ASCUS	1	0	2	4	12	14	4	11	0	48
	WNL	0	0	1	0	7	2	2	20	393	425
	Total	5	8	28	36	62	42	11	44	393	629
					Test set
Bethesda classification	ADENO-CA	3	1	0	0	0	0	0	0	0	4
	SCC	1	3	0	0	0	0	0	0	0	4
	HSIL	0	4	26	22	6	2	0	5	0	65
	ASC-H	0	0	1	1	0	0	0	2	0	4
	LSIL	0	0	1	6	30	22	7	14	0	80
	ASCUS	0	0	1	5	17	12	2	7	0	44
	WNL	0	0	0	3	9	6	2	16	392	428
	Total	4	8	29	37	62	42	11	44	392	629