Choon Hwai Yap

28 papers Journal 25Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Cycle-Consistent Graph Surrogate for Full-Cycle Left Ventricular Myocardial Biomechanics. CoRR Siyu Mu, Wei Xuan Chan, Choon Hwai Yap
2026	J	`jnl`	An efficient, scalable, and adaptable plug-and-play temporal attention module for motion-guided cardiac segmentation with sparse temporal labels. Medical Image Anal. Md. Kamrul Hasan, Guang Yang, Choon Hwai Yap
2026	J	`jnl`	Explicit differentiable slicing and global deformation for cardiac mesh reconstruction. Medical Image Anal. Yihao Luo, Dario Sesia, Fanwen Wang, Yinzhe Wu, Wenhao Ding, Md. Kamrul Hasan, Jiahao Huang, Fadong Shi, Anoop Shah, Amit Kaura, Jamil Mayet, Guang Yang, Choon Hwai Yap
2026	J	`jnl`	HeartUnloadNet: A cycle-consistent graph network with reduced supervision for predicting unloaded cardiac geometry from diastolic states. Comput. Methods Programs Biomed. Siyu Mu, Wei Xuan Chan, Choon Hwai Yap
2026	J	`jnl`	Real-Time Pulsatile Flow Prediction for Realistic, Diverse Intracranial Aneurysm Morphologies using a Graph Transformer and Steady-Flow Data Augmentation. CoRR Yiying Sheng, Wenhao Ding, Dylan Roi, Leonard Leong Litt Yeo, Hwa Liang Leo, Choon Hwai Yap
2025	J	`jnl`	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. Hong Shen Wong, Wei Xuan Chan, Wenbin Mao, Choon Hwai Yap
2025	J	`jnl`	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 Md. Kamrul Hasan, Haobo Zhu, Guang Yang, Choon Hwai Yap
2025	J	`jnl`	Faithful Contouring: Near-Lossless 3D Voxel Representation Free from Iso-surface. CoRR Yihao Luo, Xianglong He, Chuanyu Pan, Yiwen Chen, JiaQi Wu, Yangguang Li, Wanli Ouyang, Yuanming Hu, Guang Yang, Choon Hwai Yap
2025	J	`jnl`	Feedback Attention to Enhance Unsupervised Deep Learning Image Registration in 3D Echocardiography. IEEE Trans. Medical Imaging Md. Kamrul Hasan, Yihao Luo, Guang Yang, Choon Hwai Yap
2025	J	`jnl`	HeartUnloadNet: A Weakly-Supervised Cycle-Consistent Graph Network for Predicting Unloaded Cardiac Geometry from Diastolic States. CoRR Siyu Mu, Wei Xuan Chan, Choon Hwai Yap
2025	J	`jnl`	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 Siyu Mu, Wei Xuan Chan, Choon Hwai Yap
2025	—	`conf`	Motion-Enhanced Cardiac Anatomy Segmentation via an Insertable Temporal Attention Module. ASMUS@MICCAI Md. Kamrul Hasan, Guang Yang, Choon Hwai Yap
2025	J	`jnl`	Motion-enhancement to Echocardiography Segmentation via Inserting a Temporal Attention Module: An Efficient, Adaptable, and Scalable Approach. CoRR Md. Kamrul Hasan, Guang Yang, Choon Hwai Yap
2025	J	`jnl`	Role of physics-informed constraints in real-time estimation of 3D vascular fluid dynamics using multi-case neural network. Comput. Biol. Medicine Wei Xuan Chan, Wenhao Ding, Bing Huan Li, Hong Shen Wong, Choon Hwai Yap
2025	J	`jnl`	Topology-Preserving Loss for Accurate and Anatomically Consistent Cardiac Mesh Reconstruction. CoRR Chenyu Zhang, Yihao Luo, Yinzhe Wu, Choon Hwai Yap, Guang Yang
2025	—	`conf`	Two-Stage Generative Model for Intracranial Aneurysm Meshes with Morphological Marker Conditioning. MICCAI (10) Wenhao Ding, Kangjun Ji, Simão Castro, Yihao Luo, Dylan Roi, Choon Hwai Yap
2025	J	`jnl`	Two-Stage Generative Model for Intracranial Aneurysm Meshes with Morphological Marker Conditioning. CoRR Wenhao Ding, Choon Hwai Yap, Kangjun Ji, Simão Castro
2024	J	`jnl`	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. Gang Wang, Weisheng Li, Mingliang Zhou, Haobo Zhu, Guang Yang, Choon Hwai Yap
2024	J	`jnl`	Differentiable Voxelization and Mesh Morphing. CoRR Yihao Luo, Yikai Wang, Zhengrui Xiang, Yuliang Xiu, Guang Yang, Choon Hwai Yap
2024	J	`jnl`	Explicit Differentiable Slicing and Global Deformation for Cardiac Mesh Reconstruction. CoRR Yihao Luo, Dario Sesia, Fanwen Wang, Yinzhe Wu, Wenhao Ding, Jiahao Huang, Fadong Shi, Anoop Shah, Amit Kaural, Jamil Mayet, Guang Yang, Choon Hwai Yap
2024	—	`conf`	Feedback Attention for Unsupervised Cardiac Motion Estimation in 3D Echocardiography. WBIR Md. Kamrul Hasan, Guang Yang, Choon Hwai Yap
2024	J	`jnl`	US2Mask: Image-to-mask generation learning via a conditional GAN for cardiac ultrasound image segmentation. Comput. Biol. Medicine Gang Wang, Mingliang Zhou, Xin Ning, Prayag Tiwari, Haobo Zhu, Guang Yang, Choon Hwai Yap
2023	J	`jnl`	A survey, review, and future trends of skin lesion segmentation and classification. Comput. Biol. Medicine Md. Kamrul Hasan, Md. Asif Ahamad, Choon Hwai Yap, Guang Yang
2023	J	`jnl`	Multi-scale, Data-driven and Anatomically Constrained Deep Learning Image Registration for Adult and Fetal Echocardiography. CoRR Md. Kamrul Hasan, Haobo Zhu, Guang Yang, Choon Hwai Yap
2023	J	`jnl`	Multiple Case Physics-Informed Neural Network for Biomedical Tube Flows. CoRR Hong Shen Wong, Wei Xuan Chan, Bing Huan Li, Choon Hwai Yap
2022	J	`jnl`	Fluid mechanics of the zebrafish embryonic heart trabeculation. PLoS Comput. Biol. Adriana Gaia Cairelli, Renee Wei-Yan Chow, Julien Vermot, Choon Hwai Yap
2022	J	`jnl`	Skin Lesion Analysis: A State-of-the-Art Survey, Systematic Review, and Future Trends. CoRR Md. Kamrul Hasan, Md. Asif Ahamad, Choon Hwai Yap, Guang Yang
2021	J	`jnl`	Full cardiac cycle asynchronous temporal compounding of 3D echocardiography images. Medical Image Anal. Wei Xuan Chan, Yu Zheng, Hadi Wiputra, Hwa Liang Leo, Choon Hwai Yap