Automated measurement of microaneurysm turnover.

PURPOSE An automated system for the measurement of microaneurysm (MA) turnover was developed and compared with manual measurement. The system analyses serial fluorescein angiogram (FA) or red-free (RF) fundus images; fluorescein angiography was used in this study because it is the more sensitive test for MAs. Previous studies have shown that the absolute number of MAs observed does not reflect the dynamic temporal nature of the MA population. In this study, almost half of the MAs present at baseline had regressed after a year and been replaced by new lesions elsewhere. METHODS Two clinical datasets were used to evaluate the performance of the automated turnover measurement system. The first consisted of 10 patients who had two fluorescein angiograms acquired a year apart. These data were analyzed, both manually and using the automated system, to investigate the inter- and intraobserver variations associated with manual measurement and to assess the performance of the automated system. The second dataset contained FAs from a further 25 patients. This dataset was analyzed only with the automated system to investigate some properties of microaneurysm turnover, in particular the differing detection sensitivities of new, static and regressed microaneurysms. RESULTS Manual measurements exhibited large inter- and intraobserver variation. The sensitivity and specificity of the automated system were similar to those of the human observers. However, the automated measurements were more consistent-an important condition for accurate turnover quantification. Regressed MAs were more difficult to detect reliably than new MAs, which were themselves more difficult to detect reliably than static MAs. CONCLUSIONS The automated system was shown to be fast, reliable, and repeatable, making it suitable for processing large numbers of images. Performance was similar to that of trained manual observers.

[1]  J. Wylie-Rosett,et al.  Implementation of Treatment Protocols in the Diabetes Control and Complications Trial , 1995, Diabetes Care.

[2]  P Y Jalli,et al.  EARLY VERSUS LATE STAINING OF MICROANEURYSMS IN FLUORESCEIN ANGIOGRAPHY , 1997, Retina.

[3]  D P Chakraborty,et al.  Maximum likelihood analysis of free-response receiver operating characteristic (FROC) data. , 1989, Medical physics.

[4]  Stephen J. Aldington,et al.  Methodology for retinal photography and assessment of diabetic retinopathy: the EURODIAB IDDM Complications Study , 1995, Diabetologia.

[5]  I. Immonen,et al.  Disappearance and formation rates of microaneurysms in early diabetic retinopathy. , 1996, The British journal of ophthalmology.

[6]  A computerized system for localization of diabetic lesions from fundus images , 1994, Acta ophthalmologica.

[7]  R. C. Turner,et al.  Microaneurysms in the development of diabetic retinopathy (UKPDS 42) , 1999, Diabetologia.

[8]  Joachim H. Nagel,et al.  Registration of high-resolution images of the retina , 1992, Medical Imaging.

[9]  C. Dollery,et al.  The Rate of Formation and Disappearance of Microaneurysms in Diabetic Retinopathy * , 1970, Transactions of the ophthalmological societies of the United Kingdom.

[10]  J. Olson,et al.  Automated detection of microaneurysms in digital red‐free photographs: a diabetic retinopathy screening tool , 2000, Diabetic medicine : a journal of the British Diabetic Association.

[11]  E. Kohner,et al.  Quantitative Evaluation of Fluorescein Angiograms: Microaneurysm Counts , 1983, Diabetes.

[12]  C. Metz ROC Methodology in Radiologic Imaging , 1986, Investigative radiology.

[13]  Peter F Sharp,et al.  A fully automated comparative microaneurysm digital detection system , 1997, Eye.

[14]  R. Klein,et al.  The relationship of retinal microaneurysm counts to the 4-year progression of diabetic retinopathy. , 1989, Archives of ophthalmology.

[15]  E M Kohner,et al.  Does microaneurysm count reflect severity of early diabetic retinopathy? , 1986, Ophthalmology.

[16]  P. Sharp,et al.  Automated detection and quantification of microaneurysms in fluorescein angiograms , 2004, Graefe's Archive for Clinical and Experimental Ophthalmology.

[17]  Diabetic retinopathy. Assessment of severity and progression. , 1984, Ophthalmology.

[18]  R. Swensson Unified measurement of observer performance in detecting and localizing target objects on images. , 1996, Medical physics.

[19]  R. Klein,et al.  Retinal microaneurysm counts and 10-year progression of diabetic retinopathy. , 1995, Archives of ophthalmology.