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Vocal Biomarkers to Diagnose Diabetes

Vocal biomarkers

nevarpp from Getty Images Pro/CanvaPro

Researchers at the Luxembourg Institute of Health have developed a voice-based algorithm with the help of artificial intelligence that can potentially detect Type 2 diabetes. The screening analyzes subtle changes in a person’s voice, which are not usually noticeable to the human ear. This could represent an early and noninvasive diagnostic tool. Diabetes can affect the vocal cords as a result of nerve damage, thereby affecting voice quality.

The technology was tested in a study of 600 U.S. participants published in PLOS Digital Health. Researchers deemed the accuracy of the algorithm to be comparable to traditional risk assessment tools recommended by the American Diabetes Association. Next steps include refining the algorithm to detect pre-diabetes and expanding its use in other languages.

The Luxembourg researchers estimate there are 400 million undiagnosed cases of Type 2 diabetes worldwide. Without treatment, this disease can lead to serious health issues such as cardiovascular disease and neuropathy, as well as higher healthcare costs and even mortality. Current screening relies on blood tests

 

 

The Tick Tackler Tutor: Three Impactful Tick Remediation Strategies for the Homeowner

By Jennifer Meisenbacher

Did you know most tick bites occur in and around the home—and that ticks spend more than 95% of their life off a host?

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The Tick Tackler Tutor introduces three impactful strategies designed to identify high-risk areas and minimize exposure. These methods are versatile and adaptable—whether you’re a homeowner, pet owner, beekeeper, or managing a larger property such as a doggy daycare or horse farm.

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For those eager to reclaim their yards but unsure where to begin, this guide delivers clear, actionable solutions. Transform your outdoor environment into a safer, more enjoyable space for family, pets, and everyday living.

Available now on Amazon.

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