One way to remove noise in NMR sequences is by using Convolutional Neural Networks (CNNs). Here's how you can use a CNN to clean NMR sequences in Matlab:
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In the code above, clean_my_data()
is a function that cleans the NMR data. You can write this function based on your NMR data characteristics and your preferred type of noise removal technique.
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In the code above, immse()
is a built-in Matlab function that calculates the Mean Squared Error (MSE) between two images. You can use other performance metrics as well, depending on your preference.
That's it! You can now use your trained CNN to clean NMR data in a variety of applications.
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