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Matthias Klee

Observed names: KLEE, Matthias, Klee M, Klee, Matthias
ORCID: 0000-0002-1629-482X
Observed ORCID: 0000-0002-1629-482X
OpenAlex ID: A5049640253
Mapping of machine learning approaches for description, prediction, and causal inference in the social and health sciences
2022 · Anja K. Leist, Matthias Klee, et al. · Science Advances · 127
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Socioeconomic Deprivation, Genetic Risk, and Incident Dementia
2023 · Matthias Klee, Anja K. Leist, et al. · American Journal of Preventive Medicine · 47
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Social determinants of dementia: A scoping review
2025 · Sebastian Walsh, Matthias Klee, et al. · Alzheimer s & Dementia · 25
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An integrative approach for the analysis of risk and health across the life course: challenges, innovations, and opportunities for life course research
2023 · Sascha Zuber, Laura Bechtiger, et al. · Discover Social Science and Health · 18
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Education as Risk Factor of Mild Cognitive Impairment: The Link to the Gut Microbiome
2024 · Matthias Klee, V.T.E. Aho, et al. · The Journal of Prevention of Alzheimer s Disease · 17
Examining multimorbidity contributors to dementia over time
2025 · Matthias Klee, Sheila Markwardt, et al. · Alzheimer s & Dementia · 7
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Performance of probable dementia classification in a European multi-country survey
2024 · Matthias Klee, Kenneth M. Langa, et al. · Scientific Reports · 7
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Gut microbiome is not associated with mild cognitive impairment in Parkinson’s disease
2024 · Velma T. E. Aho, Matthias Klee, et al. · npj Parkinson s Disease · 5
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Machine learning in the social and health sciences
2021 · Leist, Anja K., Klee, Matthias, et al. · arXiv (Cornell University) · 4
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Can equalizing education weaken the link between parental education and cognitive function? Evidence from a non-parametric decomposition analysis
2026 · Fabian Kratz, Matthias Klee · Social Science & Medicine · 3
Erratum to: Education as Risk Factor of Mild Cognitive Impairment: The Link to the Gut Microbiome
2024 · Matthias Klee, V.T.E. Aho, et al. · The Journal of Prevention of Alzheimer s Disease · 3
Do illness beliefs predict uptake of depression treatment after web-based depression screening? A secondary analysis of the DISCOVER RCT
2025 · Matthias Klee, Franziska Sikorski, et al. · BMJ Mental Health · 2
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Comparison of Algorithms for Dementia Classification in the Survey of Health, Ageing and Retirement in Europe
2022 · Matthias Klee, Kenneth M Langa, et al. · Alzheimer s & Dementia · 2
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Heterogeneity in Effects of Automated Results Feedback After Online Depression Screening: Secondary Machine-Learning Based Analysis of the DISCOVER Trial
2025 · Matthias Klee, Byron C Jaeger, et al. · JMIR AI · 1
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The course of depressive symptoms
2026 · Matthias Klee · OSF Preprints (OSF Preprints)
The course of depressive symptoms: A scoping review of ambulatory assessment and intensive longitudinal studies in different designs, settings, and populations.
2026 · Matthias Klee, Sebastian Kohlmann
Social determinants of dementia: A scoping review
2025 · Sebastian Walsh, Matthias Klee, et al. · Newcastle University ePrints (Newcastle Univesity)
Education as a Risk Factor of Mild Cognitive Impairment—the Role of the Gut Microbiome
2023 · Matthias Klee, Velma Aho, et al. · Innovation in Aging
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Investigating the Role of the Accumulation of Depressive Symptoms for the Risk of Dementia
2023 · Matthias Klee, Julien Bodelet, et al. · Alzheimer s & Dementia
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Education as Risk Factor of Mild Cognitive Impairment ‐ the Role of the Gut Microbiome
2023 · Matthias Klee, Velma T. E. Aho, et al. · Alzheimer s & Dementia
PDF
Socioeconomic Deprivation, Genetics and Risk of Dementia
2022 · Matthias Klee, Anja K Leist, et al. · Alzheimer s & Dementia
Adjusting for Country-level Variation in Dementia Prevalence With Classification Algorithms in Share
2022 · Matthias Klee, Kenneth Langa, et al. · Innovation in Aging
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Investigating the associations of trajectories of depressive symptoms and self‐perceived health and incident dementia: An unsupervised machine learning approach
2021 · Matthias Klee, Anja Leist · Alzheimer s & Dementia
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Investigating Sequential and Simultaneous Changes in Trajectories of Cognitive Decline and Depressive Symptoms
2021 · Matthias Klee, Anja Leist · Innovation in Aging
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Which demographic and socio-economic factors are associated with vaccination willingness and beliefs towards vaccination? Rapid report with first results
2021 · Anja Leist, Matthias Klee, et al. · Open Repository and Bibliography (University of Luxembourg)
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Works count: 56
Citation count: 272
H-index: 7
I10-index: 5
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