MAR 07, 2021 12:43 AM PST

AI Framework Identifies Early Signs of Alzheimer's

WRITTEN BY: Nouran Amin

Warning signs for Alzheimer's disease (AD) can begin in the brain years before the first symptoms appear. Spotting these clues may allow for lifestyle changes that could possibly delay the disease's destruction of the brain.

Learn more about Alzheimer’s disease (AD):

Signs for Alzheimer’s disease (AD) begin way early before symptoms begin to be recognizable. Spotting these warning signs can delay the brain's deterioration.

"Improving the diagnostic accuracy of Alzheimer's disease is an important clinical goal. If we are able to increase the diagnostic accuracy of the models in ways that can leverage existing data such as MRI scans, then that can be hugely beneficial," explained corresponding author Vijaya B. Kolachalama, PhD, assistant professor of medicine at Boston University School of Medicine (BUSM).

The use of advanced AI (artificial intelligence) in disease is not a foreign concept. For this study, the AI framework is based on game theory that was suitable the most for classifying Alzheimer's disease with improved accuracy. However, the quality of the MRI scan depends on the scanner instrument used.

"Our model essentially can take 1.5 Tesla scanner derived images and generate images that are of better quality and we can also use the derived images to better predict Alzheimer's disease than what we could possibly do using just 1.5 Tesla-based images alone," he added.

“This would allow us to reconstruct the earliest phases of AD, and build a more accurate model of predicting Alzheimer's disease status than would otherwise be possible using data from 1.5T scanners alone," said Kolachalama.

Findings were published in the journal Alzheimer's Research & Therapy.

Source: Science Daily

About the Author
BS/MS
Nouran is a scientist, educator, and life-long learner with a passion for making science more communicable. When not busy in the lab isolating blood macrophages, she enjoys writing on various STEM topics.
You May Also Like
OCT 06, 2022
Space & Astronomy
Geologic Layering Responsible for "Watery" Reflections on Mars
OCT 06, 2022
Geologic Layering Responsible for "Watery" Reflections on Mars
In a recent study published in Nature Astronomy, a team of researchers from Cornell University examined bright spots ben ...
OCT 22, 2022
Space & Astronomy
Cloud Cradles Haunted by Dark Planets
OCT 22, 2022
Cloud Cradles Haunted by Dark Planets
I have seen the dark universe yawning, Where the black planets roll without aim; Where they roll in their horror unheede ...
OCT 25, 2022
Space & Astronomy
Detection of the Brightest Gamma-Ray Burst Ever
OCT 25, 2022
Detection of the Brightest Gamma-Ray Burst Ever
On October 9, 2022, telescopes detected one of the brightest gamma-ray bursts ever! A gamma-ray burst (GRB) is an extrem ...
NOV 11, 2022
Technology
New, Lost-cost Tool for Newborn Hearing Screening
NOV 11, 2022
New, Lost-cost Tool for Newborn Hearing Screening
Newborn hearing screening are important health tests. They help detect any potential hearing problems and allow children ...
NOV 13, 2022
Space & Astronomy
Black Hole Plasma Illuminated by X-Rays
NOV 13, 2022
Black Hole Plasma Illuminated by X-Rays
In a recent study published in Science, an international team of researchers led by the Washington University in St. Lou ...
NOV 18, 2022
Technology
Inducing Hibernation Could Protect Living Organisms from Cosmic Radiation
NOV 18, 2022
Inducing Hibernation Could Protect Living Organisms from Cosmic Radiation
While many animals hibernate (called a state of torpor) on a seasonal basis, they often do it for a singular purpose: to ...
Loading Comments...