Liver segmentation and metastases detection in MR images using convolutional neural networks

Primary tumors have a high likelihood of developing metastases in the liver, and early detection of these metastases is crucial for patient outcome. We propose a method based on convolutional neural networks to detect liver metastases. First, the liver is automatically segmented using the six phases...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Jansen, Mariëlle J. A., Kuijf, Hugo J., Niekel, Maarten, Veldhuis, Wouter B., Wessels, Frank J., Viergever, Max A., Pluim, Josien P. W.
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2019
Assuntos:
Image Processing
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6792006/
https://ncbi.nlm.nih.gov/pubmed/31620549
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.6.4.044003
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