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Jet is discouraged for MRI images. Google Image Search shows the vast majority are grayscale http://www.research.ibm.com/dx/proceedings/pravda/truevis.htm
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examples/pylab_examples/mri_demo.py

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im.shape = 256, 256
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#imshow(im, ColormapJet(256))
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imshow(im, cmap=cm.jet)
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imshow(im, cmap=cm.gray)
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axis('off')
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show()

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