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What are some practical applications of machine learning in?

There are so many possible applications, but let me give you a few in neuroimaging: Segmentation of Grey Matter, White Matter, and CSF from brain MRI Brain Tumor Characterization as they relate to pathology, genomics, or outcome. Automated Intracranial hemorrhage identification Automated stroke identification from CT Automated Multiple Sclerosis lesion identification & tracking. Ventriculomegaly identification Borrowing & slightly modifying the word from Andrew Ng from Stanford, basically any task where a human radiologist can get the answer based on images without too much second thoughts, machine learning can do it or at least help.

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