Joint Cancer Segmentation and PI-RADS Classification on Multiparametric MRI Using MiniSegCaps Network

Joint Cancer Segmentation and PI-RADS Classification on Multiparametric MRI Using MiniSegCaps Network

MRI is the primary imaging approach for diagnosing prostate cancer. Prostate Imaging Reporting and Data System (PI-RADS) on multiparametric MRI (mpMRI) provides fundamental MRI interpretation guidelines but suffers from inter-reader variability. Deep learning networks show great promise in automatic...

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Bibliographic Details
Main Authors: Wenting Jiang, Yingying Lin, Varut Vardhanabhuti, Yanzhen Ming, Peng Cao
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Diagnostics
Subjects:
prostate cancer
PI-RADS classification
multi-parametric MRI
CapsuleNet
convolutional neural network
Online Access:https://www.mdpi.com/2075-4418/13/4/615

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