Diabetes management evolution with artificial intelligence
By MedTech Outlook | Friday, November 30, 2018
Artificial intelligence (AI) in the healthcare industry is making hype by its ability to fetch information, process and conclude it without direct human input and making errors. Latest technologies combining with AI methods provide better dealings with chronic diseases. One of the most lethal diseases is diabetes mellitus which caused by dysfunction of glucose homeostasis. AI is a quickly growing field and its applications to the diabetes research are growing even more rapidly. In each case of diabetes, timely diagnosis, self-management of patients, and continuous medical care possibly prevent acute complications and minimize risks of long-term complications.
AI with emerging technologies is changing the way people usually monitor their blood sugar levels. The approach that utilizes AI and radar technology employs high-frequency radio waves to monitor blood sugar levels without the need for finger pricking. The technology maintains 85 percent accuracy in detecting glucose changes, according to a study conducted by the University of Waterloo.
The technology comes by a wearable platform which intends for gesture recognition of the patient. The technology follows the process that applies frequency waves which are transmitted into liquids that contain different glucose levels. Then the radio waves reflect back to the radar device, and the data is converted into digital data there for analysis by AI algorithms. The software detects glucose changes based on more than 500 wave characteristics.
The new technologies as continuous glucose monitoring (CGM) devices and artificial pancreas (AP) have transformed the paradigm of diabetes management today. The ability of CGM to anticipate blood-glucose provides early warnings. Also, leads to real-time predictions of future glucose levels.
The dealings of diabetes are increasing the needs for AI’s intervention because the amount of data acquired electronically from patients suffering from diabetes is growing very rapidly. AI provides useful diabetes management tools to deal with incremental repositories of data in the field. AI technology is playing a vital role in the recognition of medical condition as routine therapeutic aids for patients with diabetes.