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Multimodal Brain Tumor Segmentation in MRI using Image Processing and Machine Learning
(08/2020 - 12/2020)
Used 3D Neuroimaging data (Nifti files) of brain MRI scans for segmentation of a heterogeneous brain tumor, Glioma. Based on the type of tumor and age, the overall survival chances of the patient was predicted using a regression model.
Technologies Used:
Python, Nifti files, Nibabel, Image Segmentation, ROI extraction, Deep Learning, U-Net, Regression
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