Evaluation of the effect of JPEG and JPEG2000 image compression on the detection of diabetic retinopathy

Eye

Volumn 21, Issue 4, 2007, Pages 487-493

  Conrath, J ^a,b   Erginay, A ^a   Giorgi, R ^c   Lecleire Collet, A ^a   Vicaut, E ^a   Klein, J C ^d   Gaudric, A ^a   Massin, P ^a  

^a HÔPITAL LARIBOISIÈRE   (France)

^b TIMONE HOSPITAL   (France)

^c AIX MARSEILLE UNIVERSITY   (France)

^d PSL RESEARCH UNIVERSITY   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; COMPUTER PROGRAM; CONTROLLED STUDY; DIABETIC RETINOPATHY; EYE PHOTOGRAPHY; HUMAN; IMAGE PROCESSING; IMAGE QUALITY; INTERMETHOD COMPARISON; MICROANEURYSM; PREDICTIVE VALIDITY; RETINA BLOOD VESSEL; RETINA EXUDATE; RETINA HEMORRHAGE; RETINA MACULA EDEMA; SENSITIVITY AND SPECIFICITY;

EID: 34147147620     PISSN: 0950222X     EISSN: 14765454     Source Type: Journal    
DOI: 10.1038/sj.eye.6702238     Document Type: Article

References (19)

1. Freudenstein U, Verne J. A national screening programme for diabetic retinopathy. BMJ 2001; 323: 4-5.
2. Basu A, Kamal AD, Illahi W, Khan M, Stavrou F, Ryder REJ. Is digital image compression acceptable within diabetic reitnopathy screening. Diabet Med 2003; 20: 766-771.
3. Sung MM, Kim HJ, Yoo SK, Choi BW, Nam JE, Kim HS et al. Clinical evaluation of compression ratios using JPEG2000 on computed radiography chest images. J Digit Imaging 2002; 15: 78-83.
4. Fidler A, Likar B, Pernus F, Skaleric U. Comparative evaluation of JPEG and JPEG2000 compression in quantitative digital subtraction radiography. Dentomaxillofac Radiol 2002; 31: 379-384.
5. Landis JR, Koch GG. The measurement of observer agreement for categorical data. Biometrics 1977; 33: 159-174.
6. Christopoulos C, Skodras A, Ebrahimi T. The JPEG2000 still image coding: an overview. IEEE Trans Consumer Electron 2000; 46: 1103-1127.
7. Marcellin MW, Gormish MJ, Bilgin A, Boliek MP. An overview of JPEG-2000, in Proceedings of 2000 Data Compression Conference, pp 523-544 March 2000.
8. Eikelboom RH, Yogesan K, Barry CJ, Constable IJ, Tay-Kearney ML, Jitskaia L et al. Methods and limits of digital image compression of retinal images for telemedecine. Invest Ophthalmol Vis Sci 2000; 41: 1916-1924.
9. Newsom RS, Clover A, Costen MT, Sadler J, Newton J, Luff AJ et al. Effect of digital image compression on screening for diabetic retinopathy. Br J Ophthalmol 2001; 85: 799-802.
10. Stellingwerf C, Hardus PL, Hooymans JM. Assessing diabetic retinopathy using two-field digital photography and the influence of JPEG-compression. Doc Ophthalmol 2004; 108: 203-209.
11. Baker CF, Rudnisky CJ, Tennant MT, Sanghera P, Hinz BJ, De Leon AR et al. JPEG compression of stereoscopic digital images for the diagnosis of diabetic retinopathy via teleophthalmology. Can J Ophthalmol 2004; 39: 746-754.
12. Persons KR, Palisson P, Manduc A, Erickson BJ, Savcenko V. An analytical look at the effects of compression on medical images. J Digit Imag 1997; 10: 60-66.
13. Klein R, Meuer SM, Moss SE, Klein BE. Retinal microaneurysm counts and 10-year progression of diabetic retinopathy. Arch Ophthalmol 1995; 113: 1386-1391.
14. George LD, Halliwell M, Hill R, Aldington SJ, Lusty J, Dunstan F et al. A comparison of digital retinal images and 35 mm colour transparencies in detecting and grading diabetic retinopathy. Diabet Med 1998; 15: 250-253.
15. Kerr D, Cavan DA, Jennings B, Dunnington C, Gold D, Crick M. Beyond retinal screening: Digital imaging in the assessment and follow-up of patients with diabetic retinopathy. Diabet Med 1998; 15: 878-882.
16. Lin DY, Blumenkrantz MS, Brothers R. The role of digital fundus photography in diabetic retinopathy screening. Digital Diabetic Screening Group (DDSG). Diabetes Technol Ther 1999; 1: 4477-4487.
17. Henricsson M, Karlsson C, Ekholm L, Kaikkonen P, Sellman A, Steffert E et al. Colour slides or digital photography in diabetes screening - a comparison. Acta Ophthalmol Scand 2000; 78: 164-168.
18. Massin P, Erginay A, Ben Mehidi A, Vicaut E, Quentel G, Victor Z et al. Evaluation of a new non-mydriatic digital camera for detection of diabetic retinopathy. Diabet Med 2003; 20: 635-641.
19. Lim JI, LaBree L, Nichols T, Cardenas I. A comparison of digital nonmydriatic fundus imaging with standard 35-millimeter slides for diabetic retinopathy. Ophthalmology 2000; 107: 866-870.