Automatic classification of heart failure based on Cine-CMR images

Purpose Heart failure (HF) is a serious and complex syndrome with a high mortality rate. In clinical diagnosis, the correct classification of HF is helpful. In our previous work, we proposed a self-supervised learning framework of HF classification (SSLHF) on cine cardiac magnetic resonance images (...

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Veröffentlicht in:International journal for computer assisted radiology and surgery 2024-02, Vol.19 (2), p.355-365
Hauptverfasser: Xie, Yuan, Zhong, Hai, Wu, Jiaqi, Zhao, Wangyuan, Hou, Runping, Zhao, Lu, Xu, Xiaowei, Zhang, Min, Zhao, Jun
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Sprache:eng
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