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    Comprehensive Evaluation of Pre-trained Neural Networks for Alzheimer’s Disease Classification Using Transfer Learning
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  3. Aug 2024
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    CAT: a computational anatomy toolbox for the analysis of structural MRI data
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  5. Jul 2024
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    Machine learning on longitudinal multi-modal data enables the understanding and prognosis of Alzheimer’s disease progression
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  7. Apr 2024
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    Light3DHS: A lightweight 3D hippocampus segmentation method using multiscale convolution attention and vision transforme
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  9. Aug 2023
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    Deep learning for risk-based stratification of cognitively impaired individuals
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  11. Dec 2022
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    Longitudinal Cognitive and Biomarker Measurements Support a Unidirectional Pathway in Alzheimer’s Disease Pathophysiology
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  13. Jul 2022
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    Integrated Transcriptomic and Neuroimaging Brain Model Decodes Biological Mechanisms in Aging and Alzheimer’s Disease
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  15. Aug 2021
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  19. Jul 2021
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    Atypical Localization and Dissociation between Glucose Uptake and Amyloid Deposition in Cognitively Normal APOE*E4 Homozygotic Elders Compared with Patients with Late-Onset Alzheimer’s Disease
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    Combining a Patch-based Approach with a Non-rigid Registration-based Label Fusion Method for the Hippocampal Segmentation in Alzheimer’s Disease
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  23. May 2021
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    Integrated transcriptomic and neuroimaging brain model decodes biological mechanisms in aging and Alzheimer’s disease
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  25. Sep 2020
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    Reproducible Evaluation of Diffusion MRI Features for Automatic Classification of Patients with Alzheimer’s Disease
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    Regularized Bagged Canonical Component Analysis for Multiclass Learning in Brain Imaging
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    Automated White Matter Hyperintensity Segmentation Using Bayesian Model Selection: Assessment and Correlations with Cognitive Change
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    Interregional causal influences of brain metabolic activity reveal the spread of aging effects during normal aging
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  30. Jan 2020
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    Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation
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    Layer-Wise Relevance Propagation for Explaining Deep Neural Network Decisions in MRI-Based Alzheimer's Disease Classification
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    FCN Based Label Correction for Multi-Atlas Guided Organ Segmentation
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  38. May 2019
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    Comparison of Feature Selection Techniques in Machine Learning for Anatomical Brain MRI in Dementia
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  40. Nov 2018
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    A Robust Reduced Rank Graph Regression Method for Neuroimaging Genetic Analysis
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    Cognitive Assessment Prediction in Alzheimer’s Disease by Multi-Layer Multi-Target Regression
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    Multi-Modality Cascaded Convolutional Neural Networks for Alzheimer’s Disease Diagnosis
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    Patch-Based Label Fusion with Structured Discriminant Embedding for Hippocampus Segmentation
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    A Spatial Registration Toolbox for Structural MR Imaging of the Aging Brain
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  47. Nov 2017
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    The interactive effect of demographic and clinical factors on hippocampal volume: A multicohort study on 1958 cognitively normal individuals
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    A Comparison of Accelerated and Non-accelerated MRI Scans for Brain Volume and Boundary Shift Integral Measures of Volume Change: Evidence from the ADNI Dataset
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    Hierarchical High-Order Functional Connectivity Networks and Selective Feature Fusion for MCI Classification
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    NPTX2 and cognitive dysfunction in Alzheimer’s Disease
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    Multi-Domain Transfer Learning for Early Diagnosis of Alzheimer’s Disease
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    Validation of 18F–FDG-PET Single-Subject Optimized SPM Procedure with Different PET Scanners
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    Metric Learning for Multi-atlas based Segmentation of Hippocampus
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    Clinical prediction from structural brain MRI scans: A large-scale empirical study
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