BrainSec: Automated Brain Tissue Segmentation Pipeline for Scalable Neuropathological Analysis

BrainSec: Automated Brain Tissue Segmentation Pipeline for Scalable Neuropathological Analysis

As neurodegenerative disease pathological hallmarks have been reported in both grey matter (GM) and white matter (WM) with different density distributions, automating the segmentation process of GM/WM would be extremely advantageous for aiding in neuropathologic deep phenotyping. Standard segmentati...

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Bibliographic Details
Main Authors: Zhengfeng Lai, Luca Cerny Oliveira, Runlin Guo, Wenda Xu, Zin Hu, Kelsey Mifflin, Charles Decarli, Sen-Ching Cheung, Chen-Nee Chuah, Brittany N. Dugger
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Neuropathology
machine learning
medical image analysis
convolutional neural network
Alzheimer’s disease
dementia
Online Access:https://ieeexplore.ieee.org/document/9766171/

Internet

https://ieeexplore.ieee.org/document/9766171/

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