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Questions and Answers
What accuracy was achieved by the proposed method on nodule malignancy classification?
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?
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?
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?
What are the two categories of pulmonary lung nodules mentioned in the text?
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What does the text state about the mortality rate of lung cancer compared to other types of cancers?
What does the text state about the mortality rate of lung cancer compared to other types of cancers?
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