Patient clusters based on HbA1c trajectories: A step toward individualized medicine in type 2 diabetes

Tomas Karpati,Maya Leventer-Roberts,Becca S. Feldman,Chandra J. Cohen-Stavi,Itamar Raz,Ran D. Balicer

Patient clusters based on HbA1c trajectories: A step toward individualized medicine in type 2 diabetes

2018

Tomas Karpati
Maya Leventer-Roberts
Becca S. Feldman
Chandra J. Cohen-Stavi
Itamar Raz
Ran D. Balicer

Aims To identify clinically meaningful clusters of patients with similar glycated hemoglobin (HbA1c) trajectories among patients with type 2 diabetes.

Keywords:

Personalized medicine
Physical therapy
Type 2 diabetes
Medicine
Random forest
Glycated hemoglobin
Retrospective cohort study
Glycemic
Internal medicine
Cluster analysis
Unsupervised learning

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