SYSTEMS, METHODS, AND COMPUTER-READABLE MEDIA FOR DETECTING AND PREDICTING A PROGRESSION OF RETINAL PATHOLOGIES
摘要
One aspect of the invention provides a method for training a classification algorithm to detect a retinal pathology. The method includes: for a plurality of pseudo two-dimensional data sets of one-dimensional data points, each pseudo two- dimensional data point representing RNFL thickness values for a subject and corresponding index values for the data points: performing fractal analysis on the data set to calculate a plurality of fractal dimensions and calculating a plurality of slopes between each fractal dimension; combining the plurality of slopes for subjects labeled as pathologic into a pathologic data set; combining the plurality of slopes for subjects labeled as healthy into a healthy data set; and applying a linear discriminant function the pathologic data set and the healthy data set; thereby training a classification algorithm to detect the retinal pathology.
申请公布号
WO2011022488(A3)
申请公布日期
2011.04.28
申请号
WO2010US45902
申请日期
2010.08.18
申请人
UNIVERSITY OF MEMPHIS RESEARCH FOUNDATION;SOUTHERN COLLEGE OF OPTOMETRY;IFTEKHARUDDIN, KHAN, M.;KIM, YOUNG, JUNE;GUNVANT, PINAKIN
发明人
IFTEKHARUDDIN, KHAN, M.;KIM, YOUNG, JUNE;GUNVANT, PINAKIN