Home / Tag Archives: machine learning

Tag Archives: machine learning

Can AI and Digital Pathology Detect Diabetic Kidney Disease Earlier?

Artificial intelligence analyzing a digital kidney biopsy slide for early detection and classification of diabetic kidney disease in a pathology laboratory.

Artificial intelligence is rapidly changing how healthcare professionals diagnose disease. But can computers identify kidney damage before it becomes obvious under a microscope? Researchers believe the answer may be yes. The combination of digital pathology, artificial intelligence, and diabetic kidney disease research is opening new opportunities to identify microscopic kidney …

Read More »

Could AI Replace Half of Clinical Trials? How Synthetic Control Arms Are Changing Diabetes Drug Development

AI-generated virtual patient population displayed alongside diabetes clinical research data, illustrating synthetic control arms used in modern diabetes drug development.

Every new diabetes medication must prove it is both safe and effective before reaching patients. Traditionally, that process depends on large clinical trials that require thousands of volunteers, years of follow-up, and significant financial investment. However, what if researchers could reduce the number of participants while still producing reliable scientific …

Read More »

The End of Sliding-Scale Insulin? How Predictive AI Is Transforming Inpatient Diabetes Care

Hospital clinician using an AI-powered glucose prediction dashboard to optimize inpatient insulin dosing and improve diabetes management.

Hospital glucose management has long relied on reactive treatment strategies, especially sliding-scale insulin protocols that respond to blood glucose after it has already risen. While this approach remains common, healthcare systems are increasingly exploring AI solutions for inpatient diabetes care that predict glucose changes before they become dangerous. Instead of …

Read More »