Article
Comparison of clustering and phenotyping approaches for subclassification of type 2 diabetes and its association with remission in Indian population.
Scientific reports - 31 Aug 2024
Tripathi Pramod, Vyawahare Anagha, Kadam Nidhi, Tiwari Diptika, Biswas Mayurika Das, Kathrikolly Thejas, Sharma Baby, Vijayakumar Venugopal, Kuppusamy Maheshkumar
Abstract excerpt
Identification of novel subgroups of type 2 diabetes (T2D) has helped improve its management. Most classification techniques focus on clustering or subphenotyping but not on both. This study aimed to compare both these methods and examine the rate of T2D remission in these subgroups in the Indian population. K-means clustering (using age at onset, HbA1C, BMI, HOMA2 IR and HOMA2%B) and subphenotyping (using...
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