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

Table 4

Public medical images for comparison.

Number	File name	Description	Provider	Download weblink
(1)	image008.png	Size: 15001152; This image is from a public; database of diabetic; retinopathy detection	Lappeenranta University of; Technology (LUT, in Finland)	http://www.it.lut.fi/project/imageret/diaretdb1/resources/images/ddb1_fundusimages/image008.png
(2)	7058_lores.jpg	Size: 700466; This micrograph of human liver tissue infected with the Ebola virus.	Centers for Disease Control and; Prevention (CDC, in U.S.)	https://phil.cdc.gov/PHIL_Images/20050318/21149f4ebdee43fcaee990f40021450a/7058_lores.jpg
(3)	MRIofKnee.jpg	Size: 693779; MRI image of the knee	National Institute of Health; (NIH, in U.S.)	https://www.nibib.nih.gov/sites/default/files/MRI%20of%20Knee.jpg
(4)	CaseKS11-CT-liverSOL-3.JPG	Size: 1114905; CT image of the liver	Department of; Nuclear Medicine; Biotracer Medicine,; Kanazawa university; (ac.jp, in Japan)	http://nucmed.w3.kanazawa-u.ac.jp/NMC/CaseKS11/CaseKS11-CT-liverSOL-3.JPG
(5)	300px-PET-image.jpg	Size: 300339; PET (positron emission tomography) image of the brain	http://wikimedia.org	https://upload.wikimedia.org/wikipedia/commons/thumb/c/c6/PET-image.jpg/300px-PET-image.jpg
(6)	ht_141204_senoclaire_3d_mammography_800 × 600.jpg	Size: 800600; Mammography	http://medscape.com	http://img.medscape.com/news/2014/ht_141204_senoclaire_3d_mammography_800x600.jpg
(7)	heart-385 × 330.jpg	Size: 385330; Cardiac angiography of the heart	http://ideviate.org	http://ideviate.org/wp-content/uploads/2012/05/heart-385x330.jpg
(8)	panoramic-cnv-octa.jpg	Size: 13601346; Angiography	http://www.oct-optovue.com	http://www.oct-optovue.com/angioOCT-ARMD/oct-angiography-armd7_files/panoramic-cnv-octa.jpg