Choon Hwai Yap — accepted AI-conference papers

2026

EchoPOSE: 6D Pose Estimation of Sparse Echocardiograms for Left-Ventricular 3D Shape Reconstruction

Lucas Iijima, Yihao Luo, Dario Sesia, Amit Kaura, Jamil Mayet, Choon Hwai Yap

CVPR 2026

3D echocardiography provides superior cardiac quantification to traditional 2D echocardiography, which suffers from geometric idealizations and imaging plane misalignment. However, despite its advantages, clinical adoption of 3D echo remains limited due to logistical and visualization challenges. We

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2025

AneuG-Flow: A Large-Scale Synthetic Dataset of Diverse Intracranial Aneurysm Geometries and Hemodynamics

Wenhao Ding, Yiying Sheng, Simão Nieto de Castro, Hwa Liang Leo, Choon Hwai Yap

NeurIPS 2025poster

Hemodynamics has a substantial influence on normal cardiovascular growth and disease formation, but requires time-consuming simulations to obtain. Deep Learning algorithms to rapidly predict hemodynamics parameters can be very useful, but their development is hindered by the lack of large dataset on…

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