Brain age predicts mortality

• Generalizable and explainable deep learning for brain MRI: a multi-cohort evaluation of 3D architectures for age and sex prediction

  2026 Brain Informatics article Medicine Advanced MRI Techniques and Applications Open access

  0

  citations
• MRI-derived estimation of biological aging in patients with affective disorders in a 9-year follow-up - a prospective marker of future recurrence

  2025 Molecular Psychiatry article Medicine Bipolar Disorder and Treatment Open access

  1

  citations
• Multi-Cohort Federated Learning Shows Synergy in Mortality Prediction for MRI-Based and Metabolomics-Based Age Scores

  2025 Journal of Healthcare Informatics Research article Computer Science Machine Learning in Healthcare Open access

  2

  citations
• Associations between epigenetic age and brain age in young people

  2025 Scientific Reports article Biochemistry, Genetics and Molecular Biology Epigenetics and DNA Methylation Open access

  0

  citations
• Frailty and stroke: Global implications for assessment, research, and clinical care—A WSO scientific statement

  2025 International Journal of Stroke article Medicine Frailty in Older Adults Open access

  36

  citations
• Lifestyle, Early-life, and Genetic Health Risk Factors Underlying the Brain Age Gap: A Mega-Analysis Across 3,934 Individuals from the ENIGMA MDD Consortium

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access

  3

  citations
• MRI-derived estimation of biological aging in patients with affective disorders in a 9-year follow-up - a prospective marker of future recurrence

  2025 medRxiv preprint Medicine Bipolar Disorder and Treatment Open access

  0

  citations
• Brain‐age prediction: Systematic evaluation of site effects, and sample age range and size

  2024 Human Brain Mapping article Neuroscience Functional Brain Connectivity Studies Open access

  43

  citations
• Brain age Prediction and the Challenge of Biological Concepts of Aging

  2023 Neuroethics article Neuroscience Neuroethics, Human Enhancement, Biomedical Innovations Open access

  7

  citations
• Similar neural pathways link psychological stress and brain-age in health and multiple sclerosis

  2023 iScience article Neuroscience Functional Brain Connectivity Studies Open access

  9

  citations
• Total Sleep Deprivation Increases Brain Age Prediction Reversibly in Multisite Samples of Young Healthy Adults

  2023 Journal of Neuroscience article Psychology Sleep and Work-Related Fatigue Open access

  28

  citations
• Associations between methylation age and brain age in late adolescence

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Epigenetics and DNA Methylation Open access

  6

  citations
• Brain aging in major depressive disorder: results from the ENIGMA major depressive disorder working group

  2020 Molecular Psychiatry article Medicine Treatment of Major Depression Open access

  316

  citations
• The Aging Imageomics Study: rationale, design and baseline characteristics of the study population

  2020 Mechanisms of Ageing and Development article Medicine Dementia and Cognitive Impairment Research Open access cited by 2 patents

  33

  citations

14 results