A Deep Learning Model based on MobileNetV3 and UNet for Spinal Cord Gray Matter Segmentation

Alhanouf Alsenan,Belgacem Ben Youssef,Haikel Alhichri

2021 44th International Conference on Telecommunications and Signal Processing (TSP)（2021）

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摘要

Changes in the gray matter (GM) tissue of the human spinal cord may indicate a wide range of neurological disorders. Thus, the detection and segmentation of GM regions in Magnetic Resonance Imaging (MRI) is an important task when studying the spinal cord and its related medical conditions. In this work, we propose a new method for the segmentation of GM tissue in spinal cord MRI images based on de...

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关键词

Measurement,Image segmentation,Spinal cord,Magnetic resonance imaging,Computational modeling,Grey matter,Computer architecture

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