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Updated: Apr 23, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Mild cognitive impairment: Profile of a cohort from a private sector memory clinic
1Consultant Neurologist, Lanka Hospitals, Colombo, Sri Lanka.
Background:
Private hospital memory clinics might see a different clientele than university or academic institutes due to referral biases.
Objective:
To characterize the profile of patients with mild cognitive impairment (MCI) from a private sector memory clinic.
Materials And Methods:
MCI was diagnosed according to revised clinical criteria of Petersen et al. For a subset of patients with MCI medial temporal atrophy and cerebral small vessel disease (white matter lesions and lacunes) were rated on magnetic resonance imaging (MRI) scans and analyzed for their contribution towards cognitive impairment.
Results:
Subjects with MCI formed one-third (113/371) of this memory clinic sample from a private hospital. MCI could be effectively diagnosed and subtyped using a brief cognitive scale (Concise Cognitive Test (CONCOG)). The amnestic MCI (single and multiple domains) subtype comprised the majority of cases with MCI. In a subsample of 33 patients, lacunar infarcts were more common than white matter lesions and hippocampal atrophy and were inversely associated with verbal fluency.
Conclusions:
MCI may be more commonly encountered in private hospital settings probably due to early referrals. It is possible to diagnose and subtype MCI using a brief cognitive instrument such as the CONCOG. In this sample, lacunar infarcts were more commonly encountered than medial temporal atrophy in such patients.
Insights
Mild cognitive impairment (MCI) is common in private memory clinics, often diagnosed using the Concise Cognitive Test (CONCOG). Lacunar infarcts were more prevalent than medial temporal atrophy in patients with MCI.
Area of Science:
- Neurology
- Geriatrics
- Cognitive Science
Background:
- Private memory clinics may serve a distinct patient population compared to academic institutions due to referral patterns.
- Understanding the characteristics of patients in private settings is crucial for accurate diagnosis and management.
Purpose of the Study:
- To profile patients diagnosed with mild cognitive impairment (MCI) within a private sector memory clinic.
- To evaluate the utility of the Concise Cognitive Test (CONCOG) for diagnosing and subtyping MCI.
Main Methods:
- Mild cognitive impairment (MCI) diagnosed using Petersen's revised clinical criteria.
- Magnetic resonance imaging (MRI) used to assess medial temporal atrophy and cerebral small vessel disease (white matter lesions, lacunes) in a subset of patients.
- Analysis of MRI findings in relation to cognitive impairment.
Main Results:
- Mild cognitive impairment (MCI) constituted one-third of the memory clinic sample (113/371).
- The Concise Cognitive Test (CONCOG) proved effective for diagnosing and subtyping MCI.
- Amnestic MCI was the most frequent subtype.
- Lacunar infarcts were more common than white matter lesions and hippocampal atrophy, and inversely correlated with verbal fluency in a subsample (n=33).
Conclusions:
- Mild cognitive impairment (MCI) may be more frequently identified in private hospitals, potentially due to earlier patient referrals.
- The CONCOG is a viable tool for diagnosing and subtyping MCI.
- Lacunar infarcts were observed more frequently than medial temporal atrophy in this private clinic sample.
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