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Tag: som

Patient Level Analytics Using Self-Organising Maps: A Case Study on Type-1 Diabetes Self-care Survey ResponsesSurvey questionnaires often with contain missing values. While traditional, model-based methods are commonly used by clinicians, I deployed Self Organizing Maps (SOM) as a means to analyse and visualise survey responses.Motivations: Clinicians often conduct surveys to better understand their patients. Surveys […]

Data Analytics • health care • machine learning Leave a comment

Tag: som

Type-1 diabetes is a major health problem in the present generation with 10% of all the adults are diagnosed with diabetes. There are many factors that must be considered to effectively manage it; daily insulin injections, a healthy diet, regular physical activity as well as others described in Table. Label Self-care factors CBG-Monitor Check blood glucose with […]

Data Analytics Leave a comment