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AI fast-tracks dementia diagnoses by tapping into ‘hidden information’ in brain waves

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AI fast-tracks dementia diagnoses by tapping into ‘hidden information’ in brain waves

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As dementia becomes more widespread, Mayo Clinic researchers believe that artificial intelligence is the key to enabling earlier and faster diagnoses.

By pairing AI and EEG (electroencephalogram) tests, the team at the Mayo Clinic Neurology AI Program (NAIP) in Rochester, Minnesota, was able to identify specific types of dementia sooner than they would have through human analysis.

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Based on these findings, EEGs could eventually provide a more accessible, less expensive and less invasive way to assess brain health earlier, according to a hospital press release.

WHAT IS ARTIFICIAL INTELLIGENCE?

The research was published last week in the journal Brain Communications.

What is an EEG?

With an EEG, a technician attaches small metal electrodes to the patient’s scalp, which measure electrical activity in the brain.

The test produces a recording of wavy lines that represent the brain’s electrical impulses. 

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An electroencephalogram (EEG) is a test that measures electrical activity in the brain using small, metal discs (electrodes) attached to the scalp. This activity shows up as wavy lines on an EEG recording. (iStock)

It is primarily used to diagnose epilepsy, but can also be used to identify other brain conditions, according to Dr. David Jones, a practicing clinician specializing in behavioral neurology, who directs the artificial intelligence program at Mayo Clinic in Minnesota.

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The clinic performs thousands of EEGs each year to evaluate patients with neurological problems.

It’s been known for some time that brain wave patterns change in patients with dementia or cognitive problems caused by Alzheimer’s disease or Lewy body disease, Jones said in a phone interview with Fox News Digital.

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“However, it takes a lot of specialized analysis, expertise and manual labor to extract that information, so Alzheimer’s and dementia are not routinely assessed on EEG.”

Tapping into ‘hidden information’

With this study, the researchers set out to find “hidden information” in patients’ brain waves using computer algorithms, without manual labor, Jones said.

The AI tool was built in-house at Mayo Clinic, trained on data from more than 11,000 patients who received EEGs over a decade-long period.

Doctor applying EEG electrodes

EEGs are primarily used to diagnose epilepsy, but they can also be used to identify other brain conditions. (iStock)

In analyzing complex brain waves, the model identified six specific patterns that appeared in patients with Alzheimer’s or Lewy body disease that were not found in those who had no cognitive trouble, according to Jones.

The correlation was confirmed by also looking at other measures, such as cognitive testing, blood biomarkers and brain PET scans.

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Overall, the AI tool decreased the EEG reading time by 50% and increased the accuracy of those readings “pretty significantly,” Jones said.

“This tells us that there is a lot of unused information in clinically acquired EEGs that we can extract automatically — and now we can begin to build better tools, algorithms and methods,” Jones said.

Rochester, Minnesota, August 2, 2019 - The Mayo Clinic nonprofit Hospital Methodist Campus located in Rochester Minnesota USA

The team at the Mayo Clinic Neurology AI Program (NAIP) in Rochester, Minnesota, was able to identify specific types of dementia sooner than they would have with human analysis. (iStock)

It would be “very difficult” to perform this type of analysis at scale without AI or machine learning technology, according to the neurologist.

‘Significant leap forward’

Harvey Castro, a Dallas-based board-certified emergency medicine physician and national speaker on artificial intelligence in health care, was not involved in the study but referred to Mayo Clinic’s research as “a significant leap forward.”

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“This technology can rapidly and precisely analyze brain wave patterns, identifying early signs of dementia often invisible to the human eye,” he told Fox News Digital.

“There is a lot of unused information in clinically acquired EEGs that we can extract automatically.”

As an ER doctor, Castro said he does not typically use EEGs due to the time required to interpret the results.

“However, AI technology allows for fast processing of large amounts of data, facilitating quicker, more informed decisions about a patient’s cognitive health,” he said. 

“As a result, I can see this becoming a new tool for me to use in the ER.”

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Woman getting an EEG

The end goal is to incorporate brain scans, blood work, cognitive tests and brain waves into “one complete model of brain health,” a researcher said. (iStock)

AI-driven EEG analysis could be a “game-changer” in rural and underserved areas, according to Castro. 

“It provides a cost-effective, non-invasive method to screen for cognitive issues early, where advanced diagnostic tools like MRIs or PET scans are limited.”

Next steps

The ultimate goal is to include this AI-driven EEG analysis into a “multimodal” approach to dementia testing, according to Jones.

“That means being able to model brain scans, blood work, cognitive tests and brain waves into one complete model of brain health,” he told Fox News Digital.

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The next step is to implement the AI tool into routine clinical practice.

“So if you’re coming in and having an EEG for epilepsy or a sleep study, we’ll also simultaneously be able to tell you something about your cognitive health, and whether we see something that means you might need to see a behavioral neurologist,” Jones said.

Man brainwave scanning

There are still several years of research ahead before this technology becomes widely accessible, the researcher noted. (iStock)

In the future, the neurologist envisions EEGs becoming a “highly scalable and portable” technology, where people can even perform cognitive assessments remotely — “in the same way that you measure blood pressure or heart rate in your own home.”

      

There are still several years of research ahead before this technology becomes widely accessible, Jones noted.

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Potential risks and limitations

Despite the benefits of this type of technology, Castro cautioned that there are challenges with integrating AI into clinical practice. 

“While AI can provide valuable insights, the clinician’s expertise and empathy remain irreplaceable.”

“These include the need for substantial training for health care professionals to use these tools effectively and the potential for over-reliance on AI at the expense of clinical judgment,” he told Fox News Digital.

It’s also important to balance the use of AI with a “human touch,” Castro said.

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“While AI can provide valuable insights, the clinician’s expertise and empathy remain irreplaceable in delivering holistic patient care.”

Other considerations include ensuring patient data privacy, obtaining informed consent and working to prevent biases in AI algorithms, the doctor added.

AI dementia model

In analyzing complex brain waves, the model identified six specific patterns that appeared in patients with Alzheimer’s or Lewy body disease that were not found in those who had no cognitive trouble. (iStock)

Jones, the Mayo Clinic neurologist, acknowledged that there are risks in relying too heavily on algorithms, but emphasized that the technology is designed using “real-world data for real-world use.”

“Its value is gauged by whether it’s helping us take care of our patients — that’s our focus.”

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The team is “well aware” of potential problems and takes steps to mitigate them, Jones told Fox News Digital.

“We follow good AI and machine learning practices as part of the ethos of our software design and the values of Mayo Clinic.”

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Words and game of Scrabble keep married couple in wedded bliss for decades

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Words and game of Scrabble keep married couple in wedded bliss for decades

A married couple who have long enjoyed the game of Scrabble both together and separately before they even met are never at a loss for words — and attribute their wedded bliss in part to their love of the nostalgic game.

They’re still playing in tournaments built around the game decades after they began doing so.

Graham Harding and his wife Helen Harding, both in their 60s, have been married for over 20 years.

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They met in the 1990s at Scrabble tournaments, as news agency SWNS reported.

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But it was a “special match” in 2000 that brought the couple together — and has kept them together now.

Graham and Helen Harding on their wedding day. They’ve been playing in Scrabble tournaments for some 30 years.  (Courtesy Graham and Helen Harding via SWNS)

Graham Harding is from the East Berkshire Scrabble Club, while his wife Helen is from the Leicester Scrabble Club in the U.K.

They have been taking part in the UK Open Scrabble Championship in Reading this week.

“The more words you know, the more ammunition you’ve got.”

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“Scrabble is all about having a good vocabulary,” said Graham Harding, SWNS noted.

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“But it is a Scrabble vocabulary — not necessarily everyday English.”

Added Helen Harding, “The more words you know, the more ammunition you’ve got.”

Graham and Helen Harding at their wedding.

Graham and Helen Harding’s wedding cake. They bonded over their love of Scrabble – and are still playing in tournaments together.  (Courtesy Graham and Helen Harding via SWNS)

The couple said they were “vague acquaintances” for about five years after they first met.

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Then they got together after a special match in Swindon.

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They maintained a long-distance relationship before they got married in 2004.

The couple even brought their Scrabble board to their wedding. 

Graham and Helen Harding at their wedding.

The couple likely have played thousands of games between them.  (Courtesy Graham and Helen Harding via SWNS)

It featured a message with Scrabble pieces that said, “Congratulations on your wedding day” — while their wedding cake said, in Scrabble letters, “Helen and Graham.”

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They each took up the hobby early in life well before they met each other. 

The tournament that’s been taking place this week is the first since the COVID pandemic after a five-year break — and the couple has played some two dozen games in it as of Friday, SWNS reported. 

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Deep sleep can keep two big health problems at bay, new studies suggest

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Deep sleep can keep two big health problems at bay, new studies suggest

It might be worth working a little bit harder to get that much-desired, but often elusive, good night’s sleep.

Deep sleep clears the mind of waste just as a “dishwasher” cleans dirty plates and glasses, just-published research suggests — and there’s more.

The findings also offer insights into how sleeping pills may disrupt the “brainwashing” system — potentially affecting cognitive function for people over the long run.

ANOTHER REASON TO GET MORE SLEEP AND THIS ONE MIGHT SURPRISE YOU

Study senior author professor Maiken Nedergaard of the University of Rochester and the University of Copenhagen said norepinephrine (a neurotransmitter and hormone) triggers blood vessels to contract — generating slow pulsations that create a rhythmic flow in the surrounding fluid to carry away waste, news agency SWNS noted.

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Said Nedergaard, “It’s like turning on the dishwasher before you go to bed and waking up with a clean brain. . . . We’re essentially asking what drives this process and trying to define restorative sleep based on” this “glymphatic clearance.”

“It’s like turning on the dishwasher before you go to bed and waking up with a clean brain.” (iStock)

The brain has a built-in waste removal process – the glymphatic system – that circulates fluid in the brain and spinal cord to clear out waste, according to the scientists. 

The process helps remove toxic proteins that form sticky plaques linked to neurological disorders, such as Alzheimer’s disease.

But the scientists indicated that what drives the system was unclear until now, according to the study.

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Is all sleep created equal? The researchers wanted to find out.

To find clues, Nedergaard and her team looked into what happens in mice when their brains sleep, as SWNS reported of the study. The team focused on the relationship between norepinephrine and blood flow during deep sleep.

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They found that norepinephrine waves correlate to variations in brain blood volume — suggesting that norepinephrine triggers a rhythmic pulsation in the blood vessels. The researchers then compared the changes in blood volume to brain fluid flow.

The brain fluid flow fluctuates in correspondence to blood volume changes, suggesting the vessels act as pumps to propel the surrounding brain fluid to flush out waste.

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Senior couple sleeping

During deep sleep, toxic proteins that form sticky plaques linked to neurological disorders such as Alzheimer’s disease are removed, scientists say in a new study.  (iStock)

Natalie Hauglund of the University of Copenhagen and the University of Oxford, the study’s lead author, said, “You can view norepinephrine as [the] conductor of an orchestra.” 

She added, “There’s a harmony in the constriction and dilation of the arteries, which then drives the cerebrospinal fluid through the brain to remove the waste products.”  

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Hauglund said she wanted to understand whether all sleep is created equal. 

To find out, the research team administered zolpidem, a common drug to aid sleep, to mice.

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“If people aren’t getting the full benefits of sleep, they should be aware of that, so they can make informed decisions.” 

They found that the norepinephrine waves during deep sleep were 50% lower in zolpidem-treated mice than in naturally sleeping mice. 

Although the zolpidem-treated mice fell asleep more quickly — fluid transport into the brain dropped more than 30%, as SWNS reported.

man sleeps in bed

Two new studies indicate the importance of getting a good night’s sleep — with one study saying a lack of sleep may be sabotaging the brain’s ability to keep intrusive thoughts at bay. (iStock)

The researchers say their findings, published in the journal Cell, suggest that the sleeping aid may disrupt the norepinephrine-driven waste clearance during sleep.

Hauglund said, “More and more people are using sleep medication, and it’s really important to know if that’s healthy sleep. If people aren’t getting the full benefits of sleep, they should be aware of that, so they can make informed decisions.” 

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The research team said the findings likely apply to humans, who also have a glymphatic system, although it requires further testing.

Nedergaard added, “Now we know norepinephrine is driving the cleaning of the brain, we may figure out how to get people a long and restorative sleep.”

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Meanwhile, a lack of sleep may be doing more damage than just making people groggy.

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It could be sabotaging the brain’s ability to keep intrusive thoughts at bay.

young woman asleep

Anyone who suffers from sleep deprivation may find that the brain’s defense against unwanted memories is weakened, say experts. (iStock)

Another new study, this one published in the Proceedings of the National Academy of Sciences, found that sleep deprivation weakens the brain’s defense against unwanted memories, allowing them to flood the mind, according to the New York Post. 

“We show that sleep deprivation disrupts prefrontal inhibition of memory retrieval, and that the overnight restoration of this inhibitory mechanism is associated with time spent in rapid eye movement (REM) sleep,” the scientists said.

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How Kathy Bates Lost 100 Lbs—Plus Her Tips for Sustainable Weight Loss

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How Kathy Bates Lost 100 Lbs—Plus Her Tips for Sustainable Weight Loss


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Kathy Bates Weight Loss: Tips That Helped Her Lose 100 Lbs | Woman’s World




















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