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  1. Last 7 days
  2. www.sciencedirect.com www.sciencedirect.com
    Machine learning on longitudinal multi-modal data enables the understanding and prognosis of Alzheimer’s disease progression
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    1. scibot 19 Jul 2024
      RRID:SCR_003007

      DOI: 10.1016/j.isci.2024.110263

      Resource: ADNI - Alzheimer's Disease Neuroimaging Initiative (RRID:SCR_003007)

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    sciencedirect.com/science/article/pii/S2589004224014883
  3. Apr 2024
  4. www.sciencedirect.com www.sciencedirect.com
    Light3DHS: A lightweight 3D hippocampus segmentation method using multiscale convolution attention and vision transforme
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    1. scibot 18 Apr 2024
      RRID:SCR_003007

      DOI: 10.1016/j.neuroimage.2024.120608

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    sciencedirect.com/science/article/pii/S1053811924001034
  5. Aug 2023
  6. www.sciencedirect.com www.sciencedirect.com
    Deep learning for risk-based stratification of cognitively impaired individuals
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    1. scibot 18 Aug 2023
      RRID:SCR_003007

      DOI: 10.1016/j.isci.2023.107522

      Resource: ADNI - Alzheimer's Disease Neuroimaging Initiative (RRID:SCR_003007)

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    sciencedirect.com/science/article/pii/S2589004223015997
  7. Dec 2022
  8. www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
    Longitudinal Cognitive and Biomarker Measurements Support a Unidirectional Pathway in Alzheimer’s Disease Pathophysiology
    1
    1. scibot 02 Dec 2022
      RRID:SCR_003007

      DOI: 10.1016/j.biopsych.2020.06.029

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    ncbi.nlm.nih.gov/pmc/articles/PMC9682985/
  9. Jul 2022
  10. www.medrxiv.org www.medrxiv.org
    Integrated Transcriptomic and Neuroimaging Brain Model Decodes Biological Mechanisms in Aging and Alzheimer’s Disease
    1
    1. scibot 15 Jul 2022
      RRID:SCR_003007

      DOI: 10.1101/2021.02.23.21252283

      Resource: ADNI - Alzheimer's Disease Neuroimaging Initiative (RRID:SCR_003007)

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    medrxiv.org/content/10.1101/2021.02.23.21252283v1
  11. Aug 2021
  12. link.springer.com link.springer.com
    Untitled document
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    1. scibot 13 Aug 2021
      RRID:SCR_003007

      DOI: 10.1007/s12021-019-9415-3

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    link.springer.com/article/10.1007/s12021-019-9415-3
  13. www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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    1. scibot 12 Aug 2021
      RRID:SCR_003007

      DOI: 10.1007/s12021-016-9318-5

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    ncbi.nlm.nih.gov/pmc/articles/PMC5444948/
  14. www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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    1. scibot 12 Aug 2021
      RRID:SCR_003007

      DOI: 10.1007/s12021-017-9326-0

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    ncbi.nlm.nih.gov/pmc/articles/PMC5443885/
  15. Jul 2021
  16. www.eneuro.org www.eneuro.org
    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
    2
    1. scibot 27 Jul 2021
      RRID:SCR_003007

      DOI: 10.1523/ENEURO.0396-17.2018

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    2. scibot 27 Jul 2021
      ADNI

      DOI: 10.1523/ENEURO.0396-17.2018

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    eneuro.org/content/5/1/ENEURO.0396-17.2018
  17. link.springer.com link.springer.com
    Combining a Patch-based Approach with a Non-rigid Registration-based Label Fusion Method for the Hippocampal Segmentation in Alzheimer’s Disease
    2
    1. scibot 27 Jul 2021
      ADNI database

      DOI: 10.1007/s12021-017-9323-3

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    2. scibot 27 Jul 2021
      SCR_003007

      DOI: 10.1007/s12021-017-9323-3

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    link.springer.com/article/10.1007/s12021-017-9323-3
  18. www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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    1. scibot 27 Jul 2021
      RRID:SCR_003007

      DOI: 10.1007/s12021-018-9381-1

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    ncbi.nlm.nih.gov/pmc/articles/PMC6378694/
  19. May 2021
  20. www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
    Integrated transcriptomic and neuroimaging brain model decodes biological mechanisms in aging and Alzheimer’s disease
    1
    1. scibot 21 May 2021
      RRID:SCR_003007

      DOI: 10.7554/eLife.62589

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    ncbi.nlm.nih.gov/pmc/articles/PMC8131100/
  21. Sep 2020
  22. link.springer.com link.springer.com
    Reproducible Evaluation of Diffusion MRI Features for Automatic Classification of Patients with Alzheimer’s Disease
    1
    1. scibot 16 Sep 2020
      RRID:SCR_003007

      DOI: 10.1007/s12021-020-09469-5

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    link.springer.com/article/10.1007/s12021-020-09469-5
  23. link.springer.com link.springer.com
    Regularized Bagged Canonical Component Analysis for Multiclass Learning in Brain Imaging
    1
    1. scibot 15 Sep 2020
      RRID:SCR_003007

      DOI: 10.1007/s12021-020-09470-y

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    link.springer.com/article/10.1007/s12021-020-09470-y
  24. link.springer.com link.springer.com
    Automated White Matter Hyperintensity Segmentation Using Bayesian Model Selection: Assessment and Correlations with Cognitive Change
    1
    1. scibot 11 Sep 2020
      RRID:SCR_003007

      DOI: 10.1007/s12021-019-09439-6

      Resource: ADNI - Alzheimer's Disease Neuroimaging Initiative (RRID:SCR_003007)

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    link.springer.com/article/10.1007/s12021-019-09439-6
  25. www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
    Interregional causal influences of brain metabolic activity reveal the spread of aging effects during normal aging
    1
    1. scibot 08 Sep 2020
      RRID:SCR_003007

      DOI: 10.1002/hbm.24728

      Resource: ADNI - Alzheimer's Disease Neuroimaging Initiative (RRID:SCR_003007)

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    ncbi.nlm.nih.gov/pmc/articles/PMC6865473/
  26. Jan 2020
  27. www.sciencedirect.com www.sciencedirect.com
    Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation
    1
    1. scibot 13 Jan 2020
      RRID:SCR_003007

      DOI: 10.1016/j.nicl.2019.102003

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    sciencedirect.com/science/article/pii/S2213158219303535
  28. www.frontiersin.org www.frontiersin.org
    Layer-Wise Relevance Propagation for Explaining Deep Neural Network Decisions in MRI-Based Alzheimer's Disease Classification
    1
    1. scibot 13 Jan 2020
      RRID:SCR_003007

      DOI: 10.3389/fnagi.2019.00194

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    frontiersin.org/article/10.3389/fnagi.2019.00194/full
  29. link.springer.com link.springer.com
    FCN Based Label Correction for Multi-Atlas Guided Organ Segmentation
    1
    1. scibot 13 Jan 2020
      RRID:RRID:SCR_003007

      DOI: 10.1007/s12021-019-09448-5

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    link.springer.com/article/10.1007/s12021-019-09448-5
  30. link.springer.com link.springer.com
    Untitled document
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    1. scibot 13 Jan 2020
      RRID:SCR_003007

      DOI: 10.1007/s12021-019-09417-y

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    link.springer.com/article/10.1007/s12021-019-09417-y
  31. www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
    Untitled document
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    1. scibot 13 Jan 2020
      RRID:SCR_003007

      DOI: 10.3389/fnins.2018.00777

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    ncbi.nlm.nih.gov/pmc/articles/PMC6231297/
  32. www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
    Untitled document
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    1. scibot 13 Jan 2020
      RRID:SCR_003007

      DOI: 10.3389/fneur.2019.00007

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    ncbi.nlm.nih.gov/pmc/articles/PMC6354548/
  33. link.springer.com link.springer.com
    Untitled document
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    1. scibot 13 Jan 2020
      RRID:SCR_003007

      DOI: 10.1007/s12021-019-09418-x

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    link.springer.com/article/10.1007/s12021-019-09418-x
  34. May 2019
  35. link.springer.com link.springer.com
    Comparison of Feature Selection Techniques in Machine Learning for Anatomical Brain MRI in Dementia
    1
    1. scibot 02 May 2019
      nif-0000-00516

      Curator: @chewbeccax

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      (ADNI - Alzheimer's Disease Neuroimaging Initiative, RRID:SCR_003007)

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    link.springer.com/article/10.1007/s12021-015-9292-3
  36. Nov 2018
  37. link.springer.com link.springer.com
    Untitled document
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    1. scibot 05 Nov 2018
      RRID:SCR_003007

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    link.springer.com/article/10.1007/s12021-018-9390-0
  38. link.springer.com link.springer.com
    A Robust Reduced Rank Graph Regression Method for Neuroimaging Genetic Analysis
    1
    1. scibot 05 Nov 2018
      RRID:SCR_003007

      Curator: @evieth

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    link.springer.com/article/10.1007/s12021-018-9382-0
  39. link.springer.com link.springer.com
    Cognitive Assessment Prediction in Alzheimer’s Disease by Multi-Layer Multi-Target Regression
    1
    1. scibot 05 Nov 2018
      RRID:SCR_003007

      Curator: @evieth

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      (ADNI - Alzheimer's Disease Neuroimaging Initiative, RRID:SCR_003007)

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    link.springer.com/article/10.1007/s12021-018-9381-1
  40. link.springer.com link.springer.com
    Multi-Modality Cascaded Convolutional Neural Networks for Alzheimer’s Disease Diagnosis
    1
    1. scibot 05 Nov 2018
      RRID:SCR_003007

      Curator: @evieth

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      (ADNI - Alzheimer's Disease Neuroimaging Initiative, RRID:SCR_003007)

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    link.springer.com/article/10.1007/s12021-018-9370-4
  41. link.springer.com link.springer.com
    Patch-Based Label Fusion with Structured Discriminant Embedding for Hippocampus Segmentation
    1
    1. scibot 05 Nov 2018
      RRID:SCR_003007

      Curator: @evieth

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    link.springer.com/article/10.1007/s12021-018-9364-2
  42. link.springer.com link.springer.com
    A Spatial Registration Toolbox for Structural MR Imaging of the Aging Brain
    1
    1. scibot 05 Nov 2018
      RRID:SCR_003007

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    link.springer.com/article/10.1007/s12021-018-9355-3
  43. Nov 2017
  44. onlinelibrary.wiley.com onlinelibrary.wiley.com
    The interactive effect of demographic and clinical factors on hippocampal volume: A multicohort study on 1958 cognitively normal individuals
    1
    1. scibot 08 Nov 2017
      SCR_003007

      Curator: @chewbeccax

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    onlinelibrary.wiley.com/doi/10.1002/hipo.22721/full
  45. link.springer.com link.springer.com
    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
    1
    1. scibot 08 Nov 2017
      SCR_003007

      Curator: @chewbeccax

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    link.springer.com/article/10.1007/s12021-017-9326-0
  46. link.springer.com link.springer.com
    Hierarchical High-Order Functional Connectivity Networks and Selective Feature Fusion for MCI Classification
    1
    1. scibot 08 Nov 2017
      SCR_003007

      Curator: @chewbeccax

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    link.springer.com/article/10.1007/s12021-017-9330-4
  47. elifesciences.org elifesciences.org
    NPTX2 and cognitive dysfunction in Alzheimer’s Disease
    1
    1. scibot 08 Nov 2017
      Alzheimer's Disease Neuroimaging Initiative (ADNI)

      Curator: @ifroman

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    elifesciences.org/content/6/e23798
  48. link.springer.com link.springer.com
    Multi-Domain Transfer Learning for Early Diagnosis of Alzheimer’s Disease
    1
    1. scibot 08 Nov 2017
      SCR_003007

      Curator: @Zeljana_Babic

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      (ADNI - Alzheimer's Disease Neuroimaging Initiative, RRID:SCR_003007)

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    link.springer.com/article/10.1007/s12021-016-9318-5
  49. link.springer.com link.springer.com
    Validation of 18F–FDG-PET Single-Subject Optimized SPM Procedure with Different PET Scanners
    1
    1. scibot 08 Nov 2017
      SCR_003007

      Curator: @gabimpine

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    link.springer.com/article/10.1007/s12021-016-9322-9
  50. link.springer.com link.springer.com
    Metric Learning for Multi-atlas based Segmentation of Hippocampus
    2
    1. scibot 08 Nov 2017
      SCR_003007

      Curator: @gabimpine

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      (ADNI - Alzheimer's Disease Neuroimaging Initiative, RRID:SCR_003007)

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    2. scibot 08 Nov 2017
      SCR_003007

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    link.springer.com/article/10.1007/s12021-016-9312-y/fulltext.html
  51. www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
    Clinical prediction from structural brain MRI scans: A large-scale empirical study
    1
    1. scibot 08 Nov 2017
      Alzheimer’s Disease Neuroimaging Initiative

      Curator: @gabimpine

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      (ADNI - Alzheimer's Disease Neuroimaging Initiative, RRID:SCR_003007)

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    ncbi.nlm.nih.gov/pmc/articles/PMC4303550/