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Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow
Qiao Zheng
,
Hervé Delingette
,
Nicholas Ayache
Journal articles
hal-01975880v2
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Deep learning for robust segmentation and explainable analysis of 3d and dynamic cardiac images
Qiao Zheng
Artificial Intelligence [cs.AI]. COMUE Université Côte d'Azur (2015 - 2019), 2019. English. ⟨NNT : 2019AZUR4013⟩
Theses
tel-02083415v2
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3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation
Qiao Zheng
,
Hervé Delingette
,
Nicolas Duchateau
,
Nicholas Ayache
IEEE Transactions on Medical Imaging, 2018, 37, pp.2137-2148
Journal articles
hal-01753086v1
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3D Consistent Biventricular Myocardial Segmentation Using Deep Learning for Mesh Generation
Qiao Zheng
,
Hervé Delingette
,
Nicolas Duchateau
,
Nicholas Ayache
2018
Preprints, Working Papers, ...
hal-01755317v1
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Pathological Cluster Identification by Unsupervised Analysis in 3,822 UK Biobank Cardiac MRIs
Qiao Zheng
,
Hervé Delingette
,
Kenneth Fung
,
Steffen E Petersen
,
Nicholas Ayache
et al.
Journal articles
hal-02043380v1
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