ReviewAgeing research reviews2022
Unifying framework for cognitive training interventions in brain aging.
Review in Ageing research reviews, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Exploring the potential of artificial intelligence in individualized cognitive training: A systematic review.PloS one · 2025Pooled it
- Cognitive training effects are shaped more by individual brain dynamics than age-evidence from younger and older women.GeroScience · 2026Trial
- The emergence of neuropsychiatric symptoms in preclinical Alzheimer's disease: An emotion regulation perspective.Neuron · 2026Review
- A comparison of single-domain and multidomain executive functions cognitive training for enhancing cognition and well-being in older adults.Psychological research · 2026Article
- Effects of combined Baduanjin and cognitive training on cognitive function in cognitively normal older adults.Frontiers in psychology · 2026Article
- Personalized cognitive enhancement for older adults: An aging-friendly closed-loop human-machine interface framework.Ageing research reviews · 2025Review
- Cross-Species Framework for Emotional Well-Being and Brain Aging: Lessons From Behavioral Neuroscience.JAMA psychiatry · 2025Review
- Effect of combined transcranial direct current stimulation and cognitive training on brain microstructure and network homogeneity in late-life depression: a pilot study.Journal of affective disorders reports · 2025Article
- Profiles of brain topology for dual-functional stability in old age.GeroScience · 2025Article
- Effective engagement in computerized cognitive training for older adults.Ageing research reviews · 2025Review
- Article
- Dose-response relationship between computerized cognitive training and cognitive improvement.NPJ digital medicine · 2024Article
- Improving comparability across cognitive training trials for brain aging: A focus on interoperability.Alzheimer's & dementia (New York, N. Y.)Article
- Plasma biomarker-informed brain topology for cognitive resilience: applications in non-pharmacological interventions concerning cognitive aging.Alzheimer's & dementia (Amsterdam, Netherlands)Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Cognitive training is a promising tool for slowing or preventing cognitive decline in older adults at-risk for dementia. Its success, however, has been limited by a lack of evidence showing that it reliably causes broad training effects: improvements in cognition across a range of domains that lead to real-world benefits. Here, we propose a framework for enhancing the effect of cognitive training interventions in brain aging. The focus is on (A) developing cognitive training task paradigms that are informed by population-level cognitive characteristics and pathophysiology, and (B) personalizing how these sets are presented to participants during training via feedback loops that aim to optimize "mismatch" between participant capacity and training demands using both adaptation and random variability. In this way, cognitive training can better alter whole-brain topology in a manner that supports broad training effects in the context of brain aging.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.