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Updated: Dec 31, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
[Recognition and diagnosis in the intellectually impaired in mental health care]
Background:
Recognition of intellectual abilities of a patient is essential for good treatment. However, this may be hard to achieve, even by experienced professionals.
AIM: To educate professionals how to detect and diagnose intellectual impairment accompanied by an approximate knowledge on methods and pitfalls in establishing psychiatric diagnoses.
METHOD: Several valid instruments for the screening of intellectual impairment in the Netherlands are described in conjunction with adjoining steps in the diagnostic process.
RESULTS: To determine mild intellectual disability or borderline intellectual functioning by screening and testing intelligence and adaptive functioning, and by establishing an integrative diagnosis by including emotional as well as social level of functioning. Some pitfalls in the diagnostic process are discussed.
CONCLUSION: Clinicians must be aware which tools to use to determine broad functioning of the patient and which further steps are necessary for a good diagnosis.
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