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Updated: Jun 20, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Efficacy of Nonpharmacological Interventions in Cognitive Impairment: Systematic Review And Network Meta-Analysis
Luis Carlos Venegas-Sanabria1, Iván Cavero-Redondo2, Patricia Lorenzo-Garcia3
1Health and Social Research Center, Camino de Pozuelo s/n (LCVS, ICR, PLG, CAB), Universidad de Castilla-La Mancha , Cuenca, Spain; Escuela de Medicina y Ciencias de la Salud (LCVS, GSV), Universidad del Rosario, Bogotá, Colombia; Hospital Universitario Mayor-Méderi (LCVS, GSV), Bogotá, Colombia.
Introduction:
There is currently no known cure for cognitive impairment, which highlights the need to explore other ways of managing this condition. This topic has recently become an area of active research. However, the availability of nonpharmacological options poses a challenge when trying to determine the best treatment for improving cognitive function.
Methods:
We conducted a systematic review and a Bayesian network meta-analysis to compare the effects of nonpharmacological interventions on global cognition in patients with mild cognitive impairment and dementia. The nonpharmacological interventions were classified as aerobic exercise, strength exercise, multicomponent physical exercise, other physical exercises, tai chi, mind-body exercises, traditional cognitive rehabilitation, computer-based cognitive rehabilitation, occupational therapy, music therapy, physical-cognitive rehabilitation, and reminiscence therapy.
Results:
Physical-cognitive rehabilitation emerged as the most effective nonpharmacological intervention for enhancing global cognition in patients with unspecified cognitive impairment and dementia, whereas occupational therapy focused on dual-task interventions was found to be the most effective nonpharmacological intervention for mild cognitive impairment.
Conclusion:
These results underscore the importance of adopting a dual approach to managing cognitive impairment, integrating both cognitive and physical rehabilitation within the same intervention.
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