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Updated: May 2, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Screening for Mild Cognitive Impairment Using the Dementia Rating Scale-2
Beth A Springate1, Geoffrey Tremont2, George Papandonatos3
1Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA.
The Dementia Rating Scale-2 (DRS-2) effectively distinguishes mild cognitive impairment (MCI) from Alzheimer's disease (AD) and healthy controls (HCs). This brief cognitive test aids in detecting MCI with high accuracy.
Area of Science:
- Neuroscience
- Gerontology
- Cognitive Psychology
Background:
- Mild cognitive impairment (MCI) is a transitional stage between healthy aging and Alzheimer's disease (AD).
- Accurate differentiation of MCI from AD and healthy controls (HCs) is crucial for timely intervention.
- The Dementia Rating Scale-2 (DRS-2) is a widely used neuropsychological assessment tool.
Purpose of the Study:
- To evaluate the diagnostic accuracy of the DRS-2 in distinguishing between HCs, individuals with MCI, and patients with AD.
- To determine the sensitivity and specificity of the DRS-2 for various diagnostic comparisons.
Main Methods:
- A cohort of 50 HCs, 98 individuals with MCI, and 49 patients with AD underwent neurological examination and neuropsychological testing, including the DRS-2.
- Performance on DRS-2 subscales was compared across the three groups.
- Receiver operating characteristic (ROC) analysis was implicitly used to determine optimal cutoffs for sensitivity and specificity.
Main Results:
- Patients with AD generally scored lower on the DRS-2 than individuals with MCI, who in turn scored lower than HCs.
- No significant difference was observed between MCI and HCs on the construction subscale.
- The DRS-2 demonstrated good diagnostic performance: e.g., 71% sensitivity and 86% specificity for MCI vs. HCs at a cutoff of 136.
Conclusions:
- The DRS-2 is a valuable, easily administered cognitive screening tool.
- Its sensitivity and specificity support its utility in aiding the detection and differentiation of MCI.
- The DRS-2 can assist clinicians in identifying individuals who may benefit from further diagnostic evaluation for cognitive decline.
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