No more needles: AI detects diabetes from your voice
CategoriesSustainable News

No more needles: AI detects diabetes from your voice

Spotted: According to the World Health Organization, about 422 million people worldwide have diabetes, and 1.5 million deaths are directly attributed to the disease every year. Testing of blood glucose levels can spot pre-diabetes, a condition where blood sugar is high but has not yet developed into the full-blown illness. However, this test is not always easy to access – especially in the developing world where diabetes is most prevalent.

Now, research from Klick Health suggests that a very simple test involving speaking a few sentences into a smartphone could reliably determine whether a person is developing diabetes. The study, published recently in Mayo Clinic Proceedings: Digital Health, outlines how researchers created an artificial intelligence (AI) model that can determine whether an individual has Type 2 diabetes using around 10 seconds of a voice recording and basic health data.

Researchers asked non-diabetic and Type 2 diabetic participants to record a phrase into their smartphone six times daily for two weeks. Signal processing was used to analyse 14 acoustic features from the recordings, and the researchers found that Type 2 diabetes causes detectable changes in the voice, and that these vocal changes are different for men and women.

The technology has the potential to remove barriers to testing, such as cost and time, allowing much earlier and more widespread testing.

Diabetes is not the only disease that can be detected using non-invasive methods. Springwise has also spotted a method for detecting malaria using a smartphone and a toilet seat that can detect kidney disease.

Written By: Lisa Magloff

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A tiny sensor detects pesticide residue on individual fruits
CategoriesSustainable News

A tiny sensor detects pesticide residue on individual fruits

Spotted: It is well-known that many pesticides can cause negative health and environmental issues, including dermatological, gastrointestinal, neurological, carcinogenic, respiratory, reproductive, and endocrine effects. In fact, reports show that up to half of all fruits sold in the EU contain pesticides linked to human health problems. But detecting pesticides on produce can be costly and time-consuming. However, thanks to a new sensor, it may soon be possible to change this. 

The tiny sensor, developed by researchers at Karolinska Institutet in Sweden, uses a technique called surface-enhanced Raman scattering (SERS). This is a spectroscopy technique that enhances the surface vibration of molecules using nanoscale roughened metal surfaces made of gold or silver. Using laser light matched to the vibrations, the SERS technique makes it possible to detect very low concentrations of substances without the need for more complex and expensive fluorescent labelling.

The researchers deposited small droplets of silver nano-particles onto a surface using flame spray. By fine-tuning the distance between individual nano-particles, the researchers can improve their sensitivity. The sensors were tested by applying a thin layer of tracer dye and using a spectrometer to determine their molecular fingerprints. The sensors were able to reliably detect molecular signals over a period of 2.5 months. The result demonstrates that the sensors can be applied over a large area and have a relatively long shelf life.

Haipeng Li, a postdoctoral researcher and the study’s lead author explained that the sensors, “can detect pesticide residues on apple surfaces in a short time of five minutes without destroying the fruit. While they need to be validated in larger studies, we offer a proof-of-concept practical application for food safety testing at scale before consumption.” 

At Springwise, we have seen a number of recent innovations aimed at improving food safety and security. Several of these are designed to help food stay fresh longer, such as smart, antimicrobial food packaging and non-toxic emulsions which can help control the growth of fungi and bacteria on plants.  

Written By: Lisa Magloff

Website: sotirioulab.org

Contact: sotirioulab.org/contact

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