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Publications of Yingyu Yang
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Yingyu Yang and Maxime Sermesant.
Unsupervised Polyaffine Transformation Learning for Echocardiography Motion Estimation.
In FIMH 2023 - The 12th International Conference on Functional Imaging and Modeling of The Heart,
Lyon, France,
June 2023.
Keyword(s): Motion Estimation Echocardiography Polyaffine Transformation,
Motion Estimation,
Echocardiography,
Polyaffine Transformation.
[bibtex-entry]
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Zihao Wang,
Yingyu Yang,
Maxime Sermesant,
and Hervé Delingette.
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers.
In STACOM 2022 - 13th workshop on Statistical Atlases and Computational Models of the Heart,
Singapore, Singapore,
September 2022.
Keyword(s): Unsupervised Registration,
MLP,
Transformer,
Echocardiography.
[bibtex-entry]
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Yingyu Yang,
Marie Rocher,
Pamela Moceri,
and Maxime Sermesant.
Explainable Electrocardiogram Analysis with Wave Decomposition: Application to Myocardial Infarction Detection.
In STACOM 2022 - 13th workshop on Statistical Atlases and Computational Models of the Heart,
Singapore, Singapore,
September 2022.
Keyword(s): ECG analysis,
Reconstruction,
Explainable ML,
Myocardial infarction classification.
[bibtex-entry]
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Yingyu Yang and Maxime Sermesant.
Shape Constraints in Deep Learning for Robust 2D Echocardiography Analysis.
In FIMH 2021 - 11th International Conference on Functional Imaging and Modeling of the Heart,
Stanford, United States,
June 2021.
Keyword(s): Segmentation,
Deep Learning,
Deformation,
Echocardiography.
[bibtex-entry]
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Yingyu Yang,
Stephane Gillon,
Jaume Banus,
Pamela Moceri,
and Maxime Sermesant.
Non-Invasive Pressure Estimation in Patients with Pulmonary Arterial Hypertension: Data-driven or Model-based?.
In STACOM 2019 - 10th Workshop on Statistical Atlases and Computational Modelling of the Heart,
Shenzhen, China,
October 2019.
Keyword(s): Cardiac modelling,
Machine learning,
Pulmonary hypertension.
[bibtex-entry]
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Mihaela Pop,
Maxime Sermesant,
Tommaso Mansi,
Eugene Crystal,
Jay Detsky,
_Yuesong Yang,
Paul Fefer,
Elliot McVeigh,
Alexander Dick,
Nicholas Ayache,
and Graham Wright.
Characterization of Post-infarct Scars in a Porcine Model - a Combined Experimental and Theoretical Study.
In Proceedings of Functional Imaging and Modeling of the Heart 2009 (FIMH'09),
volume 5528 of LNCS,
pages 1-10,
3-5 June 2009.
[bibtex-entry]
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