Mutually communicated model based on multi-parametric MRI for automated segmentation and classification of prostate cancer.

Kewen Liu,Piqiang Li,Martins Otikovs, Xinzhou Ning,Liyang Xia,Xiangyu Wang,Lian Yang,Feng Pan,Zhi Zhang,Guangyao Wu,Han Xie,Qingjia Bao,Xin Zhou,Chaoyang Liu

Medical physics（2023）

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摘要

The proposed architecture could effectively transfer mutual information between segmentation and classification components and facilitate each other in a bootstrapping way, thus outperforming the networks designed to perform only one task.

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关键词

deep learning,multi-parametric magnetic resonance imaging,prostate segmentation,prostatic cancer classification

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