Scholar
Pak Hei Yeung
Google Scholar ID: wJD2IMcAAAAJ
Nanyang Technological University
Citations & Impact
Citations
740
H-index
7
i10-index
7
Publications
20
Co-authors
13
list available
Publications
Resume (English only)
Academic Achievements
- Publications:
- 1. Semi-Supervised 3D Medical Segmentation from 2D Natural Images Pretrained Model, MLMI 2025
- 2. FedDEAP: Adaptive Dual-Prompt Tuning for Multi-Domain Federated Learning, ACM Multimedia 2025
- 3. Subcortical Masks Generation in CT Images via Ensemble-Based Cross-Domain Label Transfer, MIUA 2025
- 4. Exploring Test Time Adaptation for Subcortical Segmentation of the Fetal Brain in 3D Ultrasound, ISBI 2025
- 5. RapidVol: Rapid Reconstruction of 3D Ultrasound Volumes from Sensorless 2D Scans, ISBI 2025
- 6. Geometric Transformation Uncertainty for Improving 3D Fetal Brain Pose Prediction from Freehand 2D Ultrasound Videos, MICCAI 2024
Research Experience
- Presidential Postdoctoral Fellow at Nanyang Technological University (NTU), Singapore, working with Prof. Jagath Rajapakse; Associate researcher at Oxford Machine Learning in NeuroImaging Lab, University of Oxford.
Education
- DPhil (PhD): University of Oxford, supervised by Prof. Ana Namburete and Prof. Weidi Xie, supported by The R C Lee Centenary Scholarship;
- BEng: University of Hong Kong, Medical Engineering, final year project supervised by Dr. Wei-Ning Lee.
Background
- Research interests: medical image analysis, machine learning, ultrasound imaging, and computer vision.
Miscellany
- Contact: Email / Google Scholar / Twitter / Github / Selected Works
