Fundamentals of AI and ML II
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Question 6
A health care organization wants to develop a model to analyze X-ray images and detect early signs of pneumonia. The dataset includes thousands of labeled X-ray images, and the problem requires identifying complex patterns in the image data. Which approach is the most suitable for this problem?
A) Using decision trees for classification
B) Using convolutional neural networks (CNNs)
C) Using logistic regression on pixel values
D) Using k-nearest neighbors (k-NN) with pixel values as input
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