Joint similar and specific learning for diabetes mellitus and impaired glucose regulation detection

• Published in: Information sciences Vol. 384; pp. 191 - 204
• Main Authors: Li, Jinxing, Zhang, David, Li, Yongcheng, Wu, Jian, Zhang, Bob
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.04.2017
• Subjects: Diabetes mellitus (DM); Facial image; Impaired glucose regulation (IGR); Joint representation; Sublingual image; Tongue image; Tongue image; Diabetes mellitus (DM); Joint representation; Sublingual image; Facial image; Impaired glucose regulation (IGR)

Effective and accurate diagnosis of Diabetes Mellitus (DM), as well as its early stage Impaired Glucose Regulation (IGR), has attracted much attention recently. Traditional Chinese Medicine (TCM) [Bob Zhang, BVK Kumar, and David Zhang. Detecting diabetes mellitus and nonproliferative diabetic retino...