Multiclass semantic segmentation mediated neuropathological readout in Parkinson's disease

Multiclass semantic segmentation mediated neuropathological readout in Parkinson's disease

Automated segmentation of anatomical sub-regions with high precision has become a necessity to enable the quantification and characterization of cells/ tissues in histology images. An automated model to do this task is currently unavailable. One area of the brain which requires precise sub-region se...

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Bibliographic Details
Main Authors: Hosein Barzekar, Hai Ngu, Han Hui Lin, Mohsen Hejrati, Steven Ray Valdespino, Sarah Chu, Baris Bingol, Somaye Hashemifar, Soumitra Ghosh
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:Neuroscience Informatics
Subjects:
Digital pathology
Parkinson's disease
Machine learning
Automated segmentation
Convolutional neural network
Online Access:http://www.sciencedirect.com/science/article/pii/S277252862300016X

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