Convolutional Neural Network for Lung Nodule Classification
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Questions and Answers

What accuracy was achieved by the proposed method on nodule malignancy classification?

  • 85.50%
  • 93.88% (correct)
  • 96.20%
  • 90.00%

    • What is the main purpose of the work described in the text?

  • To develop a new medical imaging research community
  • To analyze the mortality rates of different types of cancers
  • To use convolutional neural network for binary classification of pulmonary nodules in CT images (correct)
  • To compare different state-of-the-art methods for lung cancer detection

    • What method is used to initialize the weights of the multi-scale architecture?

  • Random weight assignment
  • Gradient descent optimization
  • Transfer learning method (correct)
  • Heuristic initialization

    • What are the two categories of pulmonary lung nodules mentioned in the text?

    <p>Benign and malignant</p> Signup and view all the answers

    What does the text state about the mortality rate of lung cancer compared to other types of cancers?

    <p>Lung cancer has the highest mortality rate among all types of cancers</p> Signup and view all the answers

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