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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Long-term cognitive impairment and delirium in intensive care: A prospective cohort study
Marion L Mitchell1, David H K Shum2, Gabor Mihala3
1NHMRC Centre for Research Excellence in Nursing, Griffith University, Nathan Campus, Brisbane, Queensland, Australia; Menzies Health Institute Queensland, Griffith University, Nathan Campus, Brisbane, Queensland, Australia; School of Nursing and Midwifery, Griffith University, Nathan Campus, Brisbane, Queensland, Australia; Princess Alexandra Hospital Intensive Care Unit, Princess Alexandra Hospital, Brisbane, Queensland, Australia.
Background:
Whilst there is a growing body of research exploring the effect of delirium in intensive care unit (ICU) patients, the relationship between patient delirium and long-term cognitive impairment has not been investigated in settings where low rates of delirium have been reported.
Objectives:
To assess the association between the incidence of delirium, duration of mechanical ventilation and long term cognitive impairment in general ICU patients.
Methods:
Prospective cohort study conducted in a tertiary level ICU in Queensland, Australia. Adult medical and surgical ICU patients receiving ≥12h mechanical ventilation were assessed for delirium on at least one day. Cognitive impairment was assessed at three and/or six-months using the: Repeatable Battery for the Assessment of Neuropsychological Status (RBANS); Trail Making Test (TMT) Part A and B; and Mini-Mental State Examination (MMSE).
Results:
Of 148 enrollees, 91 (61%) completed assessment at three and/or six months. Incidence of delirium was 19%, with 41% cognitively impaired at three months and 24% remaining impaired at six months. Delirium was associated with impaired cognition at six-months: mean TMT Part A scores (information processing speed) were 7.86s longer than those with no delirium (p=0.03), and mean TMT Part B scores (executive functioning) 24.0s longer (p=0.04).
Conclusions:
ICU delirium was positively associated with impaired information processing speed and executive functioning at six-months post-discharge for this cohort. Testing for cognitive impairment with RBANS and TMT should be considered due to its greater sensitivity in comparison to the MMSE.
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