. Author manuscript; available in PMC: 2018 Jun 1.

Published in final edited form as: IEEE Trans Biomed Eng. 2018 Mar;65(3):625–634. doi: 10.1109/TBME.2017.2711529

TABLE IV.

Performance Evaluation of Nuclear Detection as a Function of alternative representations and network architectures

Method	Recall	Precision	F-Score	Over-detected
LoG of NMF(LoG)+ShCNN	0.8104	0.8820	0.8447	0.0600
BR+ShCNN	0.5012	0.9053	0.6452	0.0858
NMF(LoG)+ShCNN	0.6810	0.8965	0.8005	0.0806
LoG of BR+ShCNN	0.7194	0.9020	0.7010	0.0705
RGB+ShCNN	0.3836	0.8894	0.5361	0.1586
LoG of the Blue Channel+ShCNN	0.6226	0.6146	0.6186	0.0655
NMF(LoG)+DCNN	0.6332	0.4281	0.4625	0.1315
LoG of NMF(LoG)+DCNN	0.6551	0.4245	0.4796	0.1299