Artificial intelligence (AI) and radar technologies could help diabetics manage their disease. A University of Waterloo research develops a device that monitors changes in glucose levels without the need for painful finger pricks several times a day.
Highlights:
Blood sugar levels can now be monitored without drawing blood from the finger with the new method developed at the University of Waterloo.
In a recent study, researchers combined radar and artificial intelligence (AI) technologies to detect changes in glucose levels without the need for painful finger pricks several times a day. - A new method that can check blood sugar level without finger pricks has been developed.
- It can sense blood inside the body without the need to sample any fluid.
- It works by sending high-frequency radio waves into liquids containing various levels of glucose.
‘Artificial intelligence developed at the University of Waterloo can test changes in glucose levels without the need for painful finger pricks.’
"We want to sense blood inside the body without actually having to sample any fluid," said George Shaker, an engineering professor who leads a large team working on the concept. "Our hope is this can be realized as a smartwatch to monitor glucose continuously." The research involves collaboration with Google and German hardware company Infineon, which jointly developed a small radar device and sought input from select teams around the world on potential applications.
The system at Waterloo uses the radar device to send high-frequency radio waves into liquids containing various levels of glucose and receive radio waves that are reflected back to it.
Information on the reflected waves is then converted into digital data for analysis by machine-learning AI algorithms developed by the researchers.
The software is capable of detecting glucose changes based on more than 500 wave features or characteristics, including how long it takes for them to bounce back to the device.
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Next steps include refining the system to precisely quantify glucose levels and obtain results through the skin, which complicates the process.
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The data analyzed by AI algorithms is now sent wirelessly to computers, but the ultimate aim is self-contained technology similar to the smartwatches that monitor heart rate.
"I'm hoping we'll see a wearable device on the market within the next five years," said Shaker. "There are challenges, but the research has been going at a really good rate."
References:
- AI and Radar Technologies Could Help Diabetics Manage Their Disease - ( https://uwaterloo.ca/news/news/ai-and-radar-technologies-could-help-diabetics-manage-their)
Source-Eurekalert