Lesion comparison of multiple sclerosis in hispanic and caucasian patients utilizing an imaging informatics-based eFolder system
2012
Multiple sclerosis (MS) is a demyelinating disease in the central nervous system. Genetics have been
considered as a leading factor in the prevalence and disease course of MS. We have presented an
informatics-based eFolder system for integrating patients' clinical data with MR images and lesion
quantification results. The completed eFolder system has been designed and developed in aiding to evaluate
disease manifestation differences in Hispanic and Caucasian MS patients. MS lesion data, as shown in MRI,
can be extracted by the 3-D automatic lesion detection tool in the eFolder, and data storing and mining
tools in eFolder is able to extract and compare data from individual patients. The computer-aided detection
(CAD) algorithm has been modified and enhanced to include spatial information as detection criteria. For
this study, 36 Caucasian MS patients and 36 matched Hispanic patients have been selected. Most recent
MR images of the patients are collected, and images are evaluated both by the CAD tool in the eFolder and
radiologists. The results are compared between Caucasian and Hispanic patients and statistically evaluated
to see if the two populations have significant difference in lesion presentations. The results can be used to
evaluate differences in the two groups of patients and to evaluate the new CAD algorithm's performance
with radiologists' contours. Significant findings can further evaluate effectiveness of MS eFolder in MS-related
research.
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