MENA 2024 Recordings-Decision Support, will AI Replace Us in Diabetes Management

Decision Support, will AI Replace Us in Diabetes Management

Video Transcription

Video Summary

The video presentation discusses the integration of artificial intelligence (AI) in diabetes care, emphasizing its role in enhancing treatment for type 1 diabetes through technologies like continuous glucose monitors (CGMs) and automated insulin delivery systems. It clarifies AI concepts, distinguishing between AI, machine learning, deep learning, and neural networks. AI's potential to aid clinical decision-making is noted, especially in handling complex healthcare needs, short appointments, patient adherence, and high patient volumes. Examples of AI applications include CGM prediction systems, meal detection, and digital twins for personalizing diabetes management. AI also supports complication monitoring, such as diabetic retinopathy and nephropathy screening. However, challenges remain, including computational power, infrastructure requirements, and ensuring model accuracy and reliability across diverse populations. The video advocates continued exploration and integration of AI to reduce burdens and improve outcomes in diabetes management.

Asset Subtitle

Dr. Halis Akturk

Keywords

artificial intelligence

diabetes care

continuous glucose monitors

automated insulin delivery

clinical decision-making

complication monitoring