Serena Yeung
University of British Columbia(CA)University of Nottingham(GB)
Publications by Year
Research Areas
Human Pose and Action Recognition, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Surgical Simulation and Training, Radiomics and Machine Learning in Medical Imaging
Most-Cited Works
- → Deep learning-enabled medical computer vision(2021)1,210 cited
- → Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis(2011)982 cited
- → End-to-End Learning of Action Detection from Frame Glimpses in Videos(2016)618 cited
- → Self-supervised learning for medical image classification: a systematic review and implementation guidelines(2023)373 cited
- → GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image Recognition(2021)365 cited
- → Dynamic Task Prioritization for Multitask Learning(2018)362 cited
- → Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos(2017)360 cited
- → Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks(2018)285 cited
- → Towards Viewpoint Invariant 3D Human Pose Estimation(2016)170 cited
- → Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials(2022)169 cited