Choon Hwai Yap
Orcid: 0000-0003-2918-3077
According to our database1,
Choon Hwai Yap authored at least 31 papers
between 2020 and 2026.
Collaborative distances:
Collaborative distances:
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Bibliography
2026
A Cycle-Consistent Graph Surrogate for Full-Cycle Left Ventricular Myocardial Biomechanics.
CoRR, February, 2026
Real-Time Pulsatile Flow Prediction for Realistic, Diverse Intracranial Aneurysm Morphologies using a Graph Transformer and Steady-Flow Data Augmentation.
CoRR, January, 2026
Explicit differentiable slicing and global deformation for cardiac mesh reconstruction.
Medical Image Anal., 2026
An efficient, scalable, and adaptable plug-and-play temporal attention module for motion-guided cardiac segmentation with sparse temporal labels.
Medical Image Anal., 2026
HeartUnloadNet: A cycle-consistent graph network with reduced supervision for predicting unloaded cardiac geometry from diastolic states.
Comput. Methods Programs Biomed., 2026
S2M-Net: End-to-end Sparse Slice-to-Mesh reconstruction for fetal cardiac ultrasound anatomy.
Biomed. Signal Process. Control., 2026
POCKETLV: A Point-of-Care Echocardiography Dataset for Deep Learning Image Processing of the Left Ventricle.
Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026
2025
CoRR, November, 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
Motion-Enhanced Cardiac Anatomy Segmentation via an Insertable Temporal Attention Module.
Proceedings of the Simplifying Medical Ultrasound - 6th International Workshop, 2025
Two-Stage Generative Model for Intracranial Aneurysm Meshes with Morphological Marker Conditioning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 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