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Randall Barker

Enhancing cognitive performance prediction by white matter hyperintensity connectivity assessment
2024 · Marvin Petersen, Mirthe Coenen, et al. · Brain · 23
Deep learning to quantify the pace of brain aging in relation to neurocognitive changes
2025 · Chenzhong Yin, Phoebe Imms, et al. · Proceedings of the National Academy of Sciences · 17
Towards cascading genetic risk in Alzheimer’s disease
2024 · Andre Altmann, Leon M Aksman, et al. · Brain · 15
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A Machine Learning Approach to Predict Cognitive Decline in Alzheimer Disease Clinical Trials
2025 · Bhargav T. Nallapu, Kellen K. Petersen, et al. · Neurology · 8
Learning-based inference of longitudinal image changes: Applications in embryo development, wound healing, and aging brain
2025 · Heejong Kim, Batuhan K. Karaman, et al. · Proceedings of the National Academy of Sciences · 7
Deep learning enhanced ALPS reveals genetic and environmental factors of brain glymphatic function
2026 · Cha Lin, Hao Wu, et al. · EBioMedicine · 6
Prognostic Value of Blood-Based P-Tau217 Levels for Progression to Cognitive Impairment
2026 · Rachel F. Buckley, Diana L. Townsend, et al. · JAMA · 5
Assessing subcortical, brainstem and cerebellar metabolic patterns using [18F]FDG PET-CT imaging in dementia with Lewy bodies
2026 · Daniël S. L. Loewenstein, Max van Grinsven, et al. · European Journal of Nuclear Medicine and Molecular Imaging · 1
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Sex and APOE genotype specific brain regional vulnerability to Alzheimer's Disease
2026 · Qi Zeng, Minghui Wang, et al. · GeroScience · 1
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Alzheimer Disease–Relevant Biomarker Elevations in Psychosis and Broad Neuropsychiatric Impairment
2026 · Michael J. C. Bray, Jacob S. Shaw, et al. · JAMA Psychiatry · 1
Normative Modeling of Brain Volume in Multiple Sclerosis Using Healthy Controls
2026 · Max Korbmacher, Ingrid Anne Lie, et al. · Neurology Open Access
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Interpretable deep learning reveals spatiotemporal MRI features of brain aging that align with neurodegeneration
2026 · Nikhil N. Chaudhari, Owen M. Vega, et al. · GeroScience
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Mutual learning for joint disease detection and severity prediction reveals multimodal pathogenesis for neurodegenerative disorders
2025 · Jin Zhang, Yixin Ji, et al. · Bioinformatics
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Bayesian scalar-on-tensor regression using the Tucker decomposition for sparse spatial modeling
2024 · Daniel A Spencer, Rene Gutierrez, et al. · Biostatistics
Works count: 14
Citation count: 81
H-index: 6
I10-index: 3
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