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Browsing Articles by Subject "Feature map analysis"

Browsing Articles by Subject "Feature map analysis"

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  • Breastnet18 
    Montaha, Sidratul; Azam, Sami; Muhammad Rakibul Haque Rafid, Abul Kalam; Ghosh, Pronab; Hasan, Md. Zahid; Jonkman, Mirjam; De Boer, Friso (Biology, 2021-11-13)
    Background: Identification and treatment of breast cancer at an early stage can reduce mortality. Currently, mammography is the most widely used effective imaging technique in breast cancer detection. However, an erroneous ...
  • Using feature maps to unpack the CNN ‘Black box’ theory with two medical datasets of different modality 
    Azam, Sami; Montaha, Sidratul; Fahim, Kayes Uddin; Rafid, A.K.M. Rakibul Haque; Mukta, Md. Saddam Hossain; Jonkman, Mirjam (Daffodil International University, 2023-05)
    Convolutional neural networks (CNNs) have been established for a comprehensive range of computer vision problems across several benchmarks. Visualization and analysis of feature maps generated by convolutional layers can ...

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