Choon H. Yap

Block E4 #04-08, 4 Engineering Drive 3, 117583
Singapore, Singapore

Last Updated: 09/26/2026

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Found 77 publications

4-D Reconstruction of Fetal Left Ventricle From Echocardiography via 2.5-D Radial Segmentation and Graph-Fourier Reconstruction.

4-D Reconstruction of Fetal Left Ventricle From Echocardiography via 2.5-D Radial Segmentation and Graph-Fourier Reconstruction.

Journal: IEEE transactions on medical imaging

Published: June 26, 2026

HeartUnloadNet: A cycle-consistent graph network with reduced supervision for predicting unloaded cardiac geometry from diastolic states.

HeartUnloadNet: A cycle-consistent graph network with reduced supervision for predicting unloaded cardiac geometry from diastolic states.

Journal: Computer methods and programs in biomedicine

Published: September 30, 2025

An efficient, scalable, and adaptable plug-and-play temporal attention module for motion-guided cardiac segmentation with sparse temporal labels.

An efficient, scalable, and adaptable plug-and-play temporal attention module for motion-guided cardiac segmentation with sparse temporal labels.

Journal: Medical image analysis

Published: May 07, 2025

Feedback Attention to Enhance Unsupervised Deep Learning Image Registration in 3D Echocardiography.

Feedback Attention to Enhance Unsupervised Deep Learning Image Registration in 3D Echocardiography.

Journal: IEEE transactions on medical imaging

Published: March 03, 2025

Explicit differentiable slicing and global deformation for cardiac mesh reconstruction.

Explicit differentiable slicing and global deformation for cardiac mesh reconstruction.

Journal: Medical image analysis

Published: September 03, 2024

Role of physics-informed constraints in real-time estimation of 3D vascular fluid dynamics using multi-case neural network.

Role of physics-informed constraints in real-time estimation of 3D vascular fluid dynamics using multi-case neural network.

Journal: Computers in biology and medicine

Published: August 19, 2024

3D velocity and pressure field reconstruction in the cardiac left ventricle via physics informed neural network from echocardiography guided by 3D color Doppler.

3D velocity and pressure field reconstruction in the cardiac left ventricle via physics informed neural network from echocardiography guided by 3D color Doppler.

Journal: Computer methods and programs in biomedicine

Published: August 14, 2024

Hemodynamics During Development and Postnatal Life.

Hemodynamics During Development and Postnatal Life.

Journal: Advances in experimental medicine and biology

Published: June 17, 2024

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.

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.

Journal: Computers in biology and medicine

Published: April 23, 2024

Rhythmic forces shaping the zebrafish cardiac system.

Rhythmic forces shaping the zebrafish cardiac system.

Journal: Trends in cell biology

Published: March 06, 2024

US2Mask: Image-to-mask generation learning via a conditional GAN for cardiac ultrasound image segmentation.

US2Mask: Image-to-mask generation learning via a conditional GAN for cardiac ultrasound image segmentation.

Journal: Computers in biology and medicine

Published: February 05, 2024

Correction to: Hemodynamics During Development and Postnatal Life.

Correction to: Hemodynamics During Development and Postnatal Life.

Journal: Advances in experimental medicine and biology

Published: January 01, 2024

Showing 1-12 of 77

Last Updated: 09/26/2026