The association between self-monitoring of blood glucose and HbA1c in type 2 diabetes

Article Endocrinology & Metabolism

2. Classification and Diagnosis of Diabetes: Standards of Medical Care in Diabetes-2022

Summary: The American Diabetes Association's Standards of Medical Care in Diabetes provide clinical practice recommendations, treatment goals, and tools for evaluating the quality of care in diabetes management.

DIABETES CARE (2022)

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Article Endocrinology & Metabolism

6. Glycemic Targets: Standards of Medical Care in Diabetes-2022

Summary: The American Diabetes Association provides clinical practice recommendations and tools for evaluating diabetes care quality through their medical care standards. The standards are updated annually and comments are welcome on their professional website.

DIABETES CARE (2022)

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Article Endocrinology & Metabolism

7. Diabetes Technology: Standards of Medical Care in Diabetes-2022

Summary: The American Diabetes Association (ADA) Standards of Medical Care in Diabetes provide clinical practice recommendations, treatment goals, and evaluation tools. The standards are updated by a professional committee and include a detailed introduction and evidence grading system.

DIABETES CARE (2022)

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Article Computer Science, Artificial Intelligence

The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

Davide Chicco et al.

Summary: Regression analysis is a key component of supervised machine learning, predicting continuous targets from other variables. While binary classification has targets with two values, regression can have multiple values. However, there is no consensus on a standard metric for evaluating regression results, with commonly used measures like MSE, RMSE, MAE, and MAPE having interpretability limitations.

PEERJ COMPUTER SCIENCE (2021)

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Article Endocrinology & Metabolism