Health
A misbehaving child or someone with ADHD? A test developed to distinguish between the two
Scientists at Yale University have developed an ADHD test that can distinguish misbehaving children from those with the condition.
Researchers have identified differences in the brains of people with attention disorders. This involves abnormal connections in neurons involved in memory and auditory processing. This can be used as a biomarker to confirm the diagnosis.
To Identification of young patientstesting may lead to early diagnosis, treatment planning, and monitoring of the condition.
Co-author Huang Lin, PhD, Yale University School of Medicine, New Haven, Connecticut, said:
“Symptoms of ADHD are often undiagnosed or misdiagnosed Because ratings are subjective. ”
The findings are based on magnetic resonance imaging (MRI) scans of approximately 8,000 9- and 10-year-olds in the United States.
changes in almost all areas of the brain
Participants included 1,798 people diagnosed with ADHD. Statistical analyzes were performed for brain volume, surface area, white matter integrity, and functional connectivity.
Dr. Lin said: Since many previous studies have confirmed changes in selective regions of the brain, it was surprising that it spread throughout the brain. ”
Her team observed abnormal connections in neurons involved in memory and auditory processing, changes in thin brain cortex, especially white matter in the frontal lobe.
Dr. Lin said:
The data were important enough to be used as input for machine learning models to predict ADHD diagnosis. Artificial intelligence (AI) can analyze large amounts of her MRI data.
Dr. Lin said:
The data also provide reassurance that MRI biomarkers provide an accurate picture of the brain.
more objective diagnosis
She explains:
“Objective MRI biomarkers can be used for decision making in ADHD diagnosis, treatment planning, and treatment monitoring.”
According to the Centers for Disease Control and Prevention, ADHD is one of the most common neurodevelopmental disorders of childhood.
Approximately 6 million American children aged 3 to 17 are affected. In the UK, it is estimated that one in her 20 school-age children has the condition.
Diagnosis relies on a checklist completed by the child’s caregiver to assess the presence of ADHD symptoms such as paying attention and controlling impulsive behavior.
The study was presented at the Radiological Society of North America conference in Chicago.
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