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Title:          Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model
Subject:        BMC Medical Informatics and Decision Making, https://doi.org/10.1186/s12911-022-02054-7
Keywords:       Convolution Neural Networks;Transfer Learning;Brain Neurodegenerative Disorders;Medical Image Classification
Author:          Amira Soliman 
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     Item: 
      Title: Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model
      Children: 
       Item: 
        Title: Abstract 
        Children: 
         Item: 
          Title: Background: 
         Item: 
          Title: Results: 
         Item: 
          Title: Conclusions: 
       Item: 
        Title: Background
       Item: 
        Title: Results
        Children: 
         Item: 
          Title: Neuroimaging dataset
         Item: 
          Title: Classification algorithms
         Item: 
          Title: 3D CNN model specification
         Item: 
          Title: Further optimizations
         Item: 
          Title: Performance evaluation on multi-classification tasks
         Item: 
          Title: Analysis of 4-way classification
          Children: 
           Item: 
            Title: Visualizing extracted feature
           Item: 
            Title: Explainability of model classification
           Item: 
            Title: Analysis of model robustness
       Item: 
        Title: Discussion
        Children: 
         Item: 
          Title: Related work
       Item: 
        Title: Conclusions
       Item: 
        Title: Methods
        Children: 
         Item: 
          Title: Data preprocessing
         Item: 
          Title: Comparative analysis
       Item: 
        Title: Acknowledgements
       Item: 
        Title: References
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    Title: Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model
    Author:  Amira Soliman 
    Subject: BMC Medical Informatics and Decision Making, https://doi.org/10.1186/s12911-022-02054-7
    Keywords: Convolution Neural Networks;Transfer Learning;Brain Neurodegenerative Disorders;Medical Image Classification
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