Automated cardiac segmentation of cross-modal medical images using unsupervised multi-domain adaptation and spatial neural attention structure

Author:

Liu Jinping,Liu Hui,Gong Subo,Tang Zhaohui,Xie Yongfang,Yin Huazhan,Niyoyita Jean Paul

Funder

Education Department of Hunan Province

Scientific Research Foundation of Hunan Provincial Education Department

National Natural Science Foundation of China

Government of Guangdong Province

Hunan Provincial Natural Science Foundation

National Science Fund for Distinguished Young Scholars

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology Nuclear Medicine and imaging,Radiological and Ultrasound Technology

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4. Chen, C., Dou, Q., Chen, H., Heng, P.A., 2018. Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-Ray Segmentation, Machine Learning in Medical Imaging Workshop with MICCAI 2018.

5. Synergistic image and feature adaptation: towards cross-modality domain adaptation for medical image segmentation;Chen,2019

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