Evaluation of a Computer-Based System for Plus Disease Diagnosis in Retinopathy of Prematurity

Ophthalmology

Volumn 114, Issue 12, 2007, Pages

  Koreen, Susan ^a   Gelman, Rony ^a   Martinez Perez, M Elena ^b   Jiang, Lei ^a   Berrocal, Audina M ^c   Hess, Ditte J ^c   Flynn, John T ^a   Chiang, Michael F ^a  

^a Columbia University College of Physicians and Surgeons ^*  (United States)

^b Ciudad Universitaria   (Mexico)

^c UNIVERSITY OF MIAMI MILLER SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AREA UNDER THE CURVE; ARTICLE; CLINICAL ARTICLE; CLINICAL EVALUATION; COMPARATIVE STUDY; COMPUTER SYSTEM; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST; HUMAN; IMAGE ANALYSIS; PRIORITY JOURNAL; RETROLENTAL FIBROPLASIA; SENSITIVITY AND SPECIFICITY; STATISTICAL SIGNIFICANCE;

ARTERIOLES; DIAGNOSIS, COMPUTER-ASSISTED; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; INFANT, NEWBORN; INFANT, PREMATURE; OBSERVER VARIATION; PHOTOGRAPHY; PREDICTIVE VALUE OF TESTS; REPRODUCIBILITY OF RESULTS; RETINAL ARTERY; RETINAL VEIN; RETINOPATHY OF PREMATURITY; ROC CURVE; SENSITIVITY AND SPECIFICITY; VENULES;

EID: 36549002810     PISSN: 01616420     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ophtha.2007.10.006     Document Type: Article

References (31)

1. Flynn J.T., and Chan-Ling T. Retinopathy of prematurity: two distinct mechanisms that underlie zone 1 and zone 2 disease. Am J Ophthalmol 142 (2006) 46-59
2. Steinkuller P.G., Du L., Gilbert C., et al. Childhood blindness. J AAPOS 3 (1999) 26-32
3. Gilbert C., and Foster A. Childhood blindness in the context of VISION 2020: the Right to Sight. Bull World Health Organ 79 (2001) 227-232
4. American Academy of Pediatrics Section on Ophthalmology, American Academy of Ophthalmology, American Association for Pediatric Ophthalmology and Strabismus. Screening examination of premature infants for retinopathy of prematurity. Pediatrics 117 (2006) 572-576
5. Cryotherapy for Retinopathy of Prematurity Cooperative Group. Multicenter trial of cryotherapy for retinopathy of prematurity: preliminary results. Arch Ophthalmol 106 (1988) 471-479
6. Early Treatment for Retinopathy of Prematurity Cooperative Group. Revised indications for the treatment of retinopathy of prematurity: results of the Early Treatment for Retinopathy of Prematurity randomized trial. Arch Ophthalmol 121 (2003) 1684-1694
7. Committee for the Classification of Retinopathy of Prematurity. An international classification of retinopathy of prematurity. Arch Ophthalmol 102 (1984) 1130-1134
8. International Committee for the Classification of Retinopathy of Prematurity. The international classification of retinopathy of prematurity revisited. Arch Ophthalmol 123 (2005) 991-999
9. Chiang M.F., Jiang L., Gelman R., et al. Interexpert agreement of plus disease diagnosis in retinopathy of prematurity. Arch Ophthalmol 125 (2007) 875-880
10. Martinez-Perez M.E., Hughes A.D., Thom S.A., et al. Segmentation of blood vessels from red-free and fluorescein retinal images. Med Image Anal 11 (2007) 47-61
11. Martinez-Perez M.E., Hughes A.D., Stanton A.V., et al. Retinal vascular tree morphology: a semi-automatic quantification. IEEE Trans Biomed Eng 49 (2002) 912-917
12. Swanson C., Cocker K.D., Parker K.H., et al. Semiautomated computer analysis of vessel growth in preterm infants without and with ROP. Br J Ophthalmol 87 (2003) 1474-1477
13. Wallace D.K., Jomier J., Aylward W.R., and Landers III M.B. Computer-automated quantification of plus disease in retinopathy of prematurity. J AAPOS 7 (2003) 126-130
14. Wallace D.K., Zhao Z., and Freedman S.F. A pilot study using "ROPtool" to quantify plus disease in retinopathy of prematurity. J AAPOS 11 (2007) 381-387
15. Gelman R., Martinez-Perez M.E., Vanderveen D.K., et al. Diagnosis of plus disease in retinopathy of prematurity using Retinal Image multiScale Analysis. Invest Ophthalmol Vis Sci 46 (2005) 4734-4738
16. Chiang MF, Gelman R, Jiang L, et al. Plus disease in retinopathy of prematurity: an analysis of diagnostic performance. Trans Am Ophthalmol Soc. In press.
17. Gelman R, Jiang L, Du YE, et al. Plus disease in retinopathy of prematurity: pilot study of computer-based and expert diagnosis. J AAPOS. In press.
18. Chiang M.F., Starren J., Du Y.E., et al. Remote image based retinopathy of prematurity diagnosis: a receiver operating characteristic analysis of accuracy. Br J Ophthalmol 90 (2006) 1292-1296
19. Cohen J. Weighted kappa: nominal scale agreement with provision for scaled disagreement or partial credit. Psychol Bull 70 (1968) 213-220
20. Liu A., Schisterman E.F., and Zhu Y. On linear combinations of biomarkers to improve diagnostic accuracy. Stat Med 24 (2005) 37-47
21. Wu T.T., Chirieac L.R., Abraham S.C., et al. Excellent interobserver agreement on grading the extent of residual carcinoma after preoperative chemoradiation in esophageal and esophagogastric junction carcinoma: a reliable predictor for patient outcome. Am J Surg Pathol 31 (2007) 58-64
22. Jakobsson A., Ohlin P., and Pahlm O. Does a computer-based ECG-recorder interpret electrocardiograms more efficiently than physicians?. Clin Physiol 5 (1985) 417-423
23. Kligfield P., Gettes L.S., Bailey J.J., et al. Recommendations for the standardization and interpretation of the electrocardiogram. Part I: the electrocardiogram and its technology: a scientific statement from the American Heart Association Electrocardiography and Arrhythmias Committee, Council on Clinical Cardiology; the American College of Cardiology Foundation; and the Heart Rhythm Society, endorsed by the International Society for Computerized Electrocardiology. J Am Coll Cardiol 49 (2007) 1109-1127
24. Chan H.P., Doi K., Vyborny C.J., et al. Improvement in radiologists' detection of clustered microcalcifications on mammograms: the potential of computer-aided diagnosis. Invest Radiol 25 (1990) 1102-1110
25. Larsen N., Godt J., Grunkin M., et al. Automated detection of diabetic retinopathy in a fundus photographic screening population. Invest Ophthalmol Vis Sci 44 (2003) 767-771
26. Patton N., Aslam T.M., MacGillivray T., et al. Retinal image analysis: concepts, applications and potential. Prog Retin Eye Res 25 (2006) 99-127
27. STOP-ROP Multicenter Study Group. Supplemental therapeutic oxygen for prethreshold retinopathy of prematurity (STOP-ROP): a randomized, controlled trial. I: primary outcomes. Pediatrics 105 (2000) 295-310
28. Laws D.E., Morton C., Weindling M., and Clark D. Systemic effects of screening for retinopathy of prematurity. Br J Ophthalmol 80 (1996) 425-428
29. Chiang M.F., Keenan J.D., Starren J., et al. Accuracy and reliability of remote retinopathy of prematurity diagnosis. Arch Ophthalmol 124 (2006) 322-327
30. Scott KE, Kim DY, Wang L, et al. Telemedical retinopathy of prematurity diagnosis: intra-physician agreement between ophthalmoscopic and image-based examinations. Opthalmology. In press.
31. Chiang MF, Wang L, Busuioc M, et al. Telemedical retinopathy of prematurity diagnosis: accuracy, reliability, and image quality. Arch Ophthalmol. In press.