Automatic Detection and Quantification of WBCs and RBCs Using Iterative Structured Circle Detection Algorithm

Table 2

Summary of results for RBCs.

Set	Manual count	Proposed method count	TP	FN	FP	PR	RC	FM
1	2117	2123	2076	41	47	97.7%	98%	97.9%
2	2553	2586	2474	79	112	95.6%	96.9%	96.2%
3	2484	2529	2443	41	86	96.5%	98.3%	97.4%
4	3788	3799	3689	99	110	97.1%	97.3%	97.2%
5	4899	5107	4798	101	309	93.9%	97.9%	95.9%
6	4887	5133	4699	188	434	91.5%	96.1%	93.7%
7	5195	5228	5007	188	221	95.7%	96.3%	96%
8	4223	4341	4190	33	151	96.5%	99.2%	97.8%
9	4474	4588	4394	80	194	95.7%	98.2%	96.9%
10	4974	5044	4842	132	202	95.9%	97.3%	96.6%
Total	39594	40478	38612	982	1866	95%	98%	96%