Interpretable Machine Learning for Brain Tumor Analysis Using MRI

2022 2nd International Conference on Advanced Research in Computing (ICARC)(2022)

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摘要
A brain tumor is a potentially fatal growth of cells in the central nervous system that can be categorized as benign or malignant. Advancements in deep learning in the recent past and the availability of high computational power have been influencing the automation of diagnosing brain tumors. DenseNet and U-Net are considered state of the art deep learning models for classification and segmentatio...
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关键词
Deep learning,Image segmentation,Solid modeling,Magnetic resonance imaging,Computational modeling,Pipelines,Predictive models
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