International Journal of Scientific Research and Engineering Development

Healthcare is growing very fast and now a days doctors mainly depend on smart monitoring for patients particularly for Diabetes. In this research paper we have checked how good can the help of AI works for the disease diabetes. To check how our idea can work we took an existing real-world dataset, downloaded the dataset and worked out the analysis in using python tool dividing the data into train and test. Next, we built a model to predict the diabetes for the upcoming next 10 years. Created graphs like Heatmap, Histogram and Confusion matrix. Basically, our model works and give the predictions based on the details we give to the algorithm like name, age, body mass index, smoking history.

Lakshith S Lokesh, Harsha K, Viplav Kumar,"Patient Monitoring Systems for Diabetes in Healthcare" International Journal of Scientific Research and Engineering Development, V9(1): Page(1242-1245) Jan-Feb 2026. ISSN: 2581-7175. www.ijsred.com. Published by Scientific and Academic Research Publishing.