News Science This new AI tool will detect gender-related differences in brain structure

This new AI tool will detect gender-related differences in brain structure

A detailed understanding of how biological measures impact the brain could help boost diagnostic tools and treatments for multiple sclerosis, migraines, autism spectrum disorder and other brain issues which work differently and with varying symptoms in men and women.

Brain Image Source : PIXABAYBrain

US researchers have developed an artificial intelligence (AI) tool which shows the differences in how the brains of men and women are organised at a cellular level. While the size, shape, and weight of the brain have been explored, only a partial picture of the brain’s layout is known at the cellular level. A detailed understanding of how biological sex impacts the brain can help boost diagnostic tools and treatments for multiple sclerosis, autism spectrum disorder, migraines, and other brain issues that work differently and with varying symptoms in men and women.

Researchers at New York University-Langone Health used an AI technique called machine learning to analyse thousands of MRI brain scans from 471 men and 560 women. They found that computer programs could accurately distinguish between biological male and female brains by spotting patterns in structure and complexity that were invisible to the human eye.

Variations in white matter -- tissue primarily located in the human brain’s innermost layer, which fosters communication between regions -- were found between the genders, revealed the study, published online in the journal Scientific Reports.

"Our findings provide a clearer picture of how a living, human brain is structured, which may, in turn, offer new insight into how many psychiatric and neurological disorders develop and why they can present differently in men and women," said neuroradiologist Yvonne Lui, professor at NYU Grossman School of Medicine.

She noted that using machine learning to analyse entire groups of images helped remove human biases.

However, the researchers cautioned that while the AI tools could report differences in brain-cell organisation, they could not reveal which sex was more likely to have which features.

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It was recently stated that one-third of all children in urban India between the ages of 5-15 years are expected to suffer from myopia by 2030. An eye doctor said that the result of an increased sedentary lifestyle and prolonged use of screens. Myopia, commonly known as near-sightedness, is a condition where objects are clear, but those farther away appear blurred.

Myopia rates have been reportedly a rising concern across the country, there is a piece of evidence which suggests a significant increase in myopia prevalence among urban children in India, said the experts as part of the ongoing Myopia Awareness Week.

Inputs from IANS