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Foot complications (diabetic foot) are among the most serious and costly complications of diabetes mellitus. Amputation of all or part of a lower extremity is usually preceded by a foot ulcer. To prevent diabetic foot, an automatic non-invasive method to identify patients with diabetes who have a high risk of developing diabetic foot is proposed. To design the proposed method, information concerning social scope and self-care of 153 diabetic patients was presented to the K-means clusteringdoi:10.1049/htl.2014.0076 pmid:26609394 pmcid:PMC4611851 fatcat:qsntdswf35bgfhwi2dfu25dsnm