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Automated diagnosis of celiac disease by video capsule endoscopy using DAISY Descriptors

Jahmunah Vicnesh, Joel Koh En Wei, Edward J. Ciaccio, Shu Lih Oh, Govind Bhagat, Suzanne K. Lewis, Peter H. Green, U. Rajendra Acharya
2019 Journal of medical systems  
This study exploits the use of DAISY descriptors to project two-dimensional images onto one-dimensional vectors.  ...  Video capsule images were obtained from celiac patients and controls for comparison and classification.  ...  Thus, extracting DAISY descriptors from the masked images and using the PSO technique and SVM (RBF) classifier is helpful in classifying celiac disease, and hence for the automated diagnosis of celiac  ... 
doi:10.1007/s10916-019-1285-6 pmid:31028562 fatcat:nbyrinlkhbdbzorca2gyup7viu

Current Evidence on Computer-Aided Diagnosis of Celiac Disease: Systematic Review

Adriana Molder, Daniel Vasile Balaban, Mariana Jinga, Cristian-Constantin Molder
2020 Frontiers in Pharmacology  
computer technology which can be used for computer aided diagnosis of celiac disease.  ...  Research focused on computer aided decision support used as database video capsule, endoscopy and even biopsy duodenal images.  ...  Images used for feature extraction are obtained either by standard endoscopy or using video-capsule.  ... 
doi:10.3389/fphar.2020.00341 pmid:32372947 pmcid:PMC7179080 fatcat:otvravgr6necppulfjj4uojzse