Deep Learning- and Transfer Learning-Based Super Resolution Reconstruction from Single Medical Image

Table 8

Overall comparisons of running time (in milliseconds).

Image	Methods
	NN	Bicubic	Bilinear	SRCNN	The proposed method
Number 1 DR	8.075	14.790	14.655	63579.328	63565.847
Number 2 Ebola	8.000	10.518	11.613	11244.818	11234.735
Number 3 MRI knee	7.003	12.180	12.029	19231.110	19217.921
Number 4 CT liver	7.362	11.270	12.214	36315.960	36304.727
Number 5 PET brain	8.993	9.067	12.954	1986.092	1977.153
Number 6 Mammography	6.762	12.769	11.296	17342.371	17330.239
Number 7 Cardiac angiography	6.123	8.940	9.965	3336.666	3328.433
Number 8 Angiography	8.929	13.580	13.626	66651.142	66638.937