Choon Hwai Yap
Orcid: 0000-0003-2918-3077
According to our database1,
Choon Hwai Yap
authored at least 21 papers
between 2020 and 2025.
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Bibliography
2025
HeartUnloadNet: A Weakly-Supervised Cycle-Consistent Graph Network for Predicting Unloaded Cardiac Geometry from Diastolic States.
CoRR, July, 2025
IMC-PINN-FE: A Physics-Informed Neural Network for Patient-Specific Left Ventricular Finite Element Modeling with Image Motion Consistency and Biomechanical Parameter Estimation.
CoRR, June, 2025
Feedback Attention to Enhance Unsupervised Deep Learning Image Registration in 3D Echocardiography.
IEEE Trans. Medical Imaging, May, 2025
Two-Stage Generative Model for Intracranial Aneurysm Meshes with Morphological Marker Conditioning.
CoRR, May, 2025
Topology-Preserving Loss for Accurate and Anatomically Consistent Cardiac Mesh Reconstruction.
CoRR, March, 2025
Motion-enhancement to Echocardiography Segmentation via Inserting a Temporal Attention Module: An Efficient, Adaptable, and Scalable Approach.
CoRR, January, 2025
3D velocity and pressure field reconstruction in the cardiac left ventricle via physics informed neural network from echocardiography guided by 3D color Doppler.
Comput. Methods Programs Biomed., 2025
Deep learning image registration for cardiac motion estimation in adult and fetal echocardiography via a focus on anatomic plausibility and texture quality of warped image.
Comput. Biol. Medicine, 2025
Role of physics-informed constraints in real-time estimation of 3D vascular fluid dynamics using multi-case neural network.
Comput. Biol. Medicine, 2025
2024
Explicit Differentiable Slicing and Global Deformation for Cardiac Mesh Reconstruction.
CoRR, 2024
US2Mask: Image-to-mask generation learning via a conditional GAN for cardiac ultrasound image segmentation.
Comput. Biol. Medicine, 2024
4D foetal cardiac ultrasound image detection based on deep learning with weakly supervised localisation for rapid diagnosis of evolving hypoplastic left heart syndrome.
CAAI Trans. Intell. Technol., 2024
Feedback Attention for Unsupervised Cardiac Motion Estimation in 3D Echocardiography.
Proceedings of the Biomedical Image Registration - 11th International Workshop, 2024
2023
Comput. Biol. Medicine, March, 2023
Multi-scale, Data-driven and Anatomically Constrained Deep Learning Image Registration for Adult and Fetal Echocardiography.
CoRR, 2023
2022
PLoS Comput. Biol., 2022
Skin Lesion Analysis: A State-of-the-Art Survey, Systematic Review, and Future Trends.
CoRR, 2022
2021
Medical Image Anal., 2021
2020