Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow

Author:

Zheng QiaoORCID,Delingette Hervé,Ayache Nicholas

Funder

European Research Council

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

Reference45 articles.

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2. Semi-supervised learning for network-based cardiac MR image segmentation;Bai;MICCAI,2017

3. VoxelMorph: a learning framework for deformable medical image registration;Balakrishnan;arXiv preprint arXiv:1809.05231,2018

4. Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: is the problem solved?;Bernard;IEEE Trans. Med. Imaging,2018

5. High dimensional data clustering;Bouveyron;Comput. Stat. Data Anal.,2007

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