Abstract #2139

Fully automatic segmentation of cine cardiac MR images based on deep learning: an open-source toolbox with a failure alarm mechanism

Zheng-Sheng Lin¹ and Teng-Yi Huang¹

¹Department of Electrical Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan

In this study, we implemented a open-source toolbox for heart segmentation and analysis based on a deep-learning algorithm. We evaluated the accuracy of the system using the ACDC datasets provided in STACOM 2017. Also, we developed an alarm mechanism in this system to report the potential failure of the analysis procedures.

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