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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
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Cognitive Training Improves Ratio Processing and Decision Making in Patients with Mild Cognitive Impairment
Francesca Burgio1, Margarete Delazer2, Francesca Meneghello1
1San Camillo Hospital IRCCS, Venice, Italy.
Journal of Alzheimer'S Disease : JAD
|July 17, 2018
Summary
Cognitive training in mild cognitive impairment (MCI) can enhance number processing and decision-making skills. Numerical training specifically improved ratio processing, while executive function training showed varied effects on decision-making tasks.
Area of Science:
- Neuroscience
- Cognitive Psychology
- Gerontology
Background:
- Mild cognitive impairment (MCI) is characterized by deficits in decision-making and ratio processing compared to healthy individuals.
- Understanding the impact of cognitive training on these specific impairments is crucial for developing effective interventions.
Purpose of the Study:
- To investigate whether cognitive training targeting number processing and executive functions can improve ratio processing and decision-making under risk in patients with MCI.
- To determine the differential effects of numerical versus executive function training on cognitive performance.
Main Methods:
- A controlled cross-over study involving 23 patients with MCI.
- Participants underwent sequential one-week training blocks of either numerical training or executive functions training, or vice versa.
- Performance on decision-making (Game of Dice Task, Probability-Associated Gambling task) and ratio processing tasks was assessed before and after each training period.
Main Results:
- Numerical training significantly improved ratio processing abilities.
- Executive function training showed less clear-cut effects on decision-making under risk, with improvements observed in the Probability-Associated Gambling task but not the Game of Dice Task.
- Performance improvements on decision-making tasks were not solely attributable to one specific training type, suggesting a potential combined or synergistic effect.
Conclusions:
- Patients with mild cognitive impairment can benefit from targeted cognitive training programs.
- Improvements in ratio processing and decision-making under risk are achievable following number processing and executive function training.
- These findings align with current cognitive models and support the potential for cognitive interventions in MCI management.
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