ArticlePloS one2013
The use of bayesian latent class cluster models to classify patterns of cognitive performance in healthy ageing.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed.
- A novel method for estimating connectivity-based parcellation of the human brain from diffusion MRI: Application to an aging cohort.Human brain mapping · 2022Article
- Person-Based Similarity Index for Cognition and Its Neural Correlates in Late Adulthood: Implications for Cognitive Reserve.Cerebral cortex (New York, N.Y. : 1991) · 2022Article
- Using Mixture Modeling to Construct Subgroups of Cognitive Aging in the Wisconsin Longitudinal Study.The journals of gerontology. Series B, Psychological sciences and social sciences · 2021Article
- Reorganization of brain structural networks in aging: A longitudinal study.Journal of neuroscience research · 2021Article
- Signatures of white-matter microstructure degradation during aging and its association with cognitive status.Scientific reports · 2021Article
- Uncovering social-contextual and individual mental health factors associated with violence via computational inference.Patterns (New York, N.Y.) · 2021Article
- The Cognitive Connectome in Healthy Aging.Frontiers in aging neuroscience · 2021Article
- Subgroups in Late Adulthood Are Associated With Cognition and Wellbeing Later in Life.Frontiers in psychology · 2021Article
- Impact of iodine supplementation during preconception, pregnancy and lactation on maternal thyroid homeostasis and offspring psychomotor development: protocol of the IodineMinho prospective study.BMC pregnancy and childbirth · 2020Article
- Latent Profiles of Perceived Parental Psychopathology: Associations with Emerging Adult Psychological Problems.Child psychiatry and human development · 2019Article
- 25-OH Vitamin D Levels and Cognitive Performance: Longitudinal Assessment in a Healthy Aging Cohort.Frontiers in aging neuroscience · 2019Article
- Principal component analysis of early alcohol, drug and tobacco use with major depressive disorder in US adults.Journal of psychiatric research · 2018Article
- Identification of Heterogeneous Cognitive Subgroups in Community-Dwelling Older Adults: A Latent Class Analysis of the Einstein Aging Study.Journal of the International Neuropsychological Society : JINS · 2018Article
- Poor Sleep Quality Associates With Decreased Functional and Structural Brain Connectivity in Normative Aging: A MRI Multimodal Approach.Frontiers in aging neuroscience · 2018Article
- Functional Hemispheric (A)symmetries in the Aged Brain-Relevance for Working Memory.Frontiers in aging neuroscience · 2018Article
- Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest.Scientific reports · 2017Article
- The functional connectome of cognitive reserve.Human brain mapping · 2016Article
- Differences in cognitive aging: typology based on a community structure detection approach.Frontiers in aging neuroscience · 2015Article
- The Use of Multiple Correspondence Analysis to Explore Associations between Categories of Qualitative Variables in Healthy Ageing.Journal of aging research · 2013Article
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Authors and funding
5 authors.
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No grant is acknowledged in the PubMed record.
Abstract
The main focus of this study is to illustrate the applicability of latent class analysis in the assessment of cognitive performance profiles during ageing. Principal component analysis (PCA) was used to detect main cognitive dimensions (based on the neurocognitive test variables) and Bayesian latent class analysis (LCA) models (without constraints) were used to explore patterns of cognitive performance among community-dwelling older individuals. Gender, age and number of school years were explored as variables. Three cognitive dimensions were identified: general cognition (MMSE), memory (MEM) and executive (EXEC) function. Based on these, three latent classes of cognitive performance profiles (LC1 to LC3) were identified among the older adults. These classes corresponded to stronger to weaker performance patterns (LC1>LC2>LC3) across all dimensions; each latent class denoted the same hierarchy in the proportion of males, age and number of school years. Bayesian LCA provided a powerful tool to explore cognitive typologies among healthy cognitive agers.
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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.