Accuracy Analysis from Using the Big Data in the Measurement of Diabetes

• DOI: 10.20944/preprints202503.1696.v1
• Publication Date: 2025-03-26T05:23:44Z
• Authors: Chao-Kong Chung; Yo-Ping Huang; Guo-Ming Sung

Humans often experience unstable blood sugar due to interference factors such as environmental factors, instruments, and abnormal blood sugar. People with diabetes may develop hyperglycemic due to insufficient insulin secretion or physical abnormalities. A balanced diet and regular exercise are the best ways to ensure that blood sugar is within normal control and to reduce the chance of developing diabetes. This paper emphasizes the importance of accurate glucose monitoring for effective diabetes management, and big data analytics play a pivotal role in enhancing diagnostic accuracy and guiding personalized treatment strategies. Methods to reduce the incidence of diabetes and treat prediabetes, Weight management research shows that being overweight or underweight is one of the risk factors for Prediabetes. Healthy Eating Habits Improving your eating habits can help reduce high blood pressure levels. The exercise track helps lower blood pressure levels and increases the body's response to insulin in response to weight loss.