Data Science Bowl 2017
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Data Science Bowl 2017
Preprocessor needs online preprocessing functions for normalization and zero centering of the scan data.
Before segmenting lungs, preprocessing tutorial recommends applying circular dilation morphological operation.
Preprocessor class (code/preprocessing.py) generates data for the raw scan rescaled to match HU values, resampled with even pixel spacing, and with the lungs segmented. Need to determine which data to save and the format(s) to save it in.
Any more functionality we want to see that would be useful? (e.g. I added a few PCA/SVD features to evaluate the sparsity of the singular values)
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