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New Tinnitus Classification Procedure Uses EEGs to Understand and Diagnose Patients
New EEG procedure accurately measures distress caused by tinnitusGeschrieben von
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Staff
Veröffentlicht am Feb 2, 2023
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A new study from an international team of researchers led by Andrea Soddu may provide a clearer picture of the levels of distress tinnitus sufferers are experiencing, according to a news release from Western University in Ontario, Canada. Soddu, a Western medical physicist, and his collaborators have developed a new classification procedure for tinnitus patients using data acquired by electroencephalography (EEG), a technique that measures electrical activity in the brain using small electrodes placed on the scalp.
The findings and new EEG testing procedure were published February 1 in the journal Brain Communications.
While it’s especially common in older adults, tinnitus—a potentially devastating ringing in the ears—can affect people of all ages. Tinnitus is experienced by about 1 in 5 people in North America and is usually caused by an underlying condition like age-related hearing loss, an ear injury, or heart disease. Because the noise an affected individual hears isn’t caused by an external sound and there are no discernible biomarkers, it’s extremely difficult for clinicians to assess, diagnose, and treat tinnitus.
EEG is easier to use, less expensive, and far more accessible than functional magnetic resonance imaging (fMRI) which is often considered the medical industry standard.
“Tinnitus is usually the result of external damage to the ear and some sound frequencies can no longer be properly transmitted,” said Soddu, physics professor and Western Institute for Neuroscience faculty member. “The brain tries to make sense of the lack of information and builds up its own interpretation, and that’s why you get this constant whistling in your ear. Your brain is trying to help, but it actually makes things worse.”
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The new procedure, designed by University of Pisa (Italy) postdoctoral researcher Andrea Piarulli, required two classifiers based on brain electrophysical activity that can accurately distinguish tinnitus patients from healthy controls, as well as tinnitus patients with low and high distress levels.
“The classifiers, employed in recognizing the brain pathology of tinnitus, relied on very different electrophysiological parameters from the ones used to classify distress levels. We are convinced this new procedure will be applicable for other neurological conditions like post-traumatic stress disorder (PTSD), chronic pain, and disorders of consciousness as it can accurately pinpoint distress biomarkers,” said Western graduate student and study co-author Idan Nemirovsky.
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For the study, EEG recordings were acquired from 129 tinnitus patients and 142 healthy controls. The classifier for healthy controls and tinnitus patients performed with an average accuracy of 96% and 94% for the training and test sets, respectively. For the distress classifier, these average accuracies were 89% and 84%.
This article was adapted from a news release by Western University's Senior Media Relations Officer Jeff Renaud.
