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Choon Hwai Yap
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2020 – today
- 2025
- [j9]Md. Kamrul Hasan
, Haobo Zhu, Guang Yang
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 187: 109719 (2025) - [j8]Wei Xuan Chan, Wenhao Ding, Bing Huan Li, Hong Shen Wong, Choon Hwai Yap
Role of physics-informed constraints in real-time estimation of 3D vascular fluid dynamics using multi-case neural network. Comput. Biol. Medicine 190: 110074 (2025) - [j7]Hong Shen Wong, Wei Xuan Chan
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. 263: 108671 (2025) - [j6]Md. Kamrul Hasan
Feedback Attention to Enhance Unsupervised Deep Learning Image Registration in 3D Echocardiography. IEEE Trans. Medical Imaging 44(5): 2230-2243 (2025) - [i8]Md. Kamrul Hasan, Guang Yang, Choon Hwai Yap:
Motion-enhancement to Echocardiography Segmentation via Inserting a Temporal Attention Module: An Efficient, Adaptable, and Scalable Approach. CoRR abs/2501.14929 (2025) - [i7]Chenyu Zhang, Yihao Luo, Yinzhe Wu, Choon Hwai Yap, Guang Yang:
Topology-Preserving Loss for Accurate and Anatomically Consistent Cardiac Mesh Reconstruction. CoRR abs/2503.07874 (2025) - [i6]Wenhao Ding, Choon Hwai Yap, Kangjun Ji, Simão Castro:
Two-Stage Generative Model for Intracranial Aneurysm Meshes with Morphological Marker Conditioning. CoRR abs/2505.10407 (2025) - 2024
- [j5]Gang Wang
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. 9(6): 1485-1499 (2024) - [j4]Gang Wang, Mingliang Zhou
US2Mask: Image-to-mask generation learning via a conditional GAN for cardiac ultrasound image segmentation. Comput. Biol. Medicine 172: 108282 (2024) - [c1]Md. Kamrul Hasan
Feedback Attention for Unsupervised Cardiac Motion Estimation in 3D Echocardiography. WBIR 2024: 60-72 - [i5]Yihao Luo, Yikai Wang, Zhengrui Xiang, Yuliang Xiu, Guang Yang, Choon Hwai Yap:
Differentiable Voxelization and Mesh Morphing. CoRR abs/2407.11272 (2024) - [i4]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:
Explicit Differentiable Slicing and Global Deformation for Cardiac Mesh Reconstruction. CoRR abs/2409.02070 (2024) - 2023
- [j3]Md. Kamrul Hasan, Md. Asif Ahamad
A survey, review, and future trends of skin lesion segmentation and classification. Comput. Biol. Medicine 155: 106624 (2023) - [i3]Md. Kamrul Hasan, Haobo Zhu, Guang Yang, Choon Hwai Yap:
Multi-scale, Data-driven and Anatomically Constrained Deep Learning Image Registration for Adult and Fetal Echocardiography. CoRR abs/2309.00831 (2023) - [i2]Hong Shen Wong, Wei Xuan Chan, Bing Huan Li, Choon Hwai Yap:
Multiple Case Physics-Informed Neural Network for Biomedical Tube Flows. CoRR abs/2309.15294 (2023) - 2022
- [j2]Adriana Gaia Cairelli
Fluid mechanics of the zebrafish embryonic heart trabeculation. PLoS Comput. Biol. 18(6) (2022) - [i1]Md. Kamrul Hasan, Md. Asif Ahamad, Choon Hwai Yap, Guang Yang:
Skin Lesion Analysis: A State-of-the-Art Survey, Systematic Review, and Future Trends. CoRR abs/2208.12232 (2022) - 2021
- [j1]Wei Xuan Chan, Yu Zheng, Hadi Wiputra, Hwa Liang Leo, Choon Hwai Yap:
Full cardiac cycle asynchronous temporal compounding of 3D echocardiography images. Medical Image Anal. 74: 102229 (2021) - 2020
- [d1]Hadi Wiputra, Wei Xuan Chan, Choon Hwai Yap:
B-spline Fourier dataset. IEEE DataPort, 2020
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