Hongxu Yang
Department / Institute
Electrical Engineering
RESEARCH PROFILE
Hongxu Yang received the bachelor’s degree in electrical engineering from Tianjin University and Nankai University, Tianjin, China in 2014. In 2016, he received the master’s degree in electrical engineering from Eindhoven University of Technology (TU/e), Eindhoven, Netherlands. He is currently pursuing the Ph.D. degree in the Signal Processing Systems, Video Coding and Architectures Research Group (SPS-VCA) at TU/e. The topic of the Ph.D. project is image-based cardiac catheter detection and tracking in 3D ultrasounds. His current research interests include object detection & tracking, machine learning and ultrasound system.
Recent Publications
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Hongxu Yang,Caifeng Shan,Alexander F. Kolen,Peter H.N. de With
Medical instrument detection in ultrasound
Artificial Intelligence Review (2023) -
Hongxu Yang
Medical Instrument Detection in 3D Ultrasound for Intervention Guidance
(2022) -
Hongxu Yang,Caifeng Shan,Alexander F. Kolen,Peter H.N. de With
Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound
Computerized Medical Imaging and Graphics (2022) -
Hongxu Yang,Caifeng Shan,R. Arthur Bouwman,Lukas R.C. Dekker,Alexander.F. Kolen,Peter H.N. de With
Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning
IEEE Journal of Biomedical and Health Informatics (2022) -
Hongxu Yang,Alexander F. Kolen,Caifeng Shan,Peter H.N. de With
Image-processing method and apparatus for object detection or identification
(2021)
Ancillary Activities
No ancillary activities