Automated Marsh-like classification of celiac disease in children using local texture operators
نویسندگان
چکیده
منابع مشابه
Automated Marsh-like classification of celiac disease in children using local texture operators
Automated classification of duodenal texture patches with histological ground truth in case of pediatric celiac disease is proposed. The classical focus of classification in this context is a two-class problem: mucosa affected by celiac disease and unaffected duodenal tissue. We extend this focus and apply classification according to a modified Marsh scheme into four classes. In addition to oth...
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Celiac disease is a complex autoimmune disorder after introduction of gluten containing food. In recent years the prevalence numbers of celiac disease has been corrected upwards continuously. Celiac disease is therefore considered as one of the most common genetic disorders in Europe and the United States. Current estimates state that the prevalence of celiac disease is approximately one in 300...
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Background We aimed to investigate the frequency of celiac disease in children with β-thalassemia major (B-TM) in Shiraz, southern Iran. Materials and Methods In this study, the prevalence of celiac disease in children with B-TM was evaluated. Children with BTM were screened for celiac disease by ant-tissue transglutaminase (anti-tTG) IgA antibody, IgA level and anti-tTG IgG. A total o...
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ژورنال
عنوان ژورنال: Computers in Biology and Medicine
سال: 2011
ISSN: 0010-4825
DOI: 10.1016/j.compbiomed.2011.03.009