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Liver Tissue Classification Using an Auto-context-based Deep Neural Network with a Multi-phase Training Framework

In this project, our goal is to classify different types of liver tissue on 3D multi-parameter magnetic resonance images in patients with hepatocellular carcinoma. In these cases, 3D fully annotated segmentation masks from experts are expensive to acquire, thus the dataset available for training a p...

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Detalhes bibliográficos
Publicado no:Patch Based Tech Med Imaging (2018)
Main Authors: Zhang, Fan, Yang, Junlin, Nezami, Nariman, Laage-gaupp, Fabian, Chapiro, Julius, De Lin, Ming, Duncan, James
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7236808/
https://ncbi.nlm.nih.gov/pubmed/32432233
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-00500-9_7
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