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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.
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Semi Supervised Breast MRI Density Segmentation Integrating Fine and Rough Annotations
Xie, T., Sun, Y., Yang, H., Li, S., Song, J., Yang, Q., Chen, H. (Corresponding author), Wu, M. (Corresponding author) & Tan, T. (Corresponding author-nrf), Mar 2025, In: IEEE Transactions on Artificial Intelligence. 6, 3, p. 690-699 10 p., 10750144.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)83 Downloads (Pure) -
Medical instrument detection in ultrasound: a review
Yang, H. (Corresponding author), Shan, C., Kolen, A. F. & de With, P. H. N., May 2023, In: Artificial Intelligence Review. 56, 5, p. 4363-4402 40 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile20 Link opens in a new tab Citations (Scopus)293 Downloads (Pure) -
Medical Instrument Detection in 3D Ultrasound for Intervention Guidance
Yang, H., 14 Apr 2022, Eindhoven: Eindhoven University of Technology. 193 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile362 Downloads (Pure) -
Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning
Yang, H. (Corresponding author), Shan, C., Bouwman, R. A., Dekker, L. R. C., Kolen, A. F. & de With, P. H. N., 1 Feb 2022, In: IEEE Journal of Biomedical and Health Informatics. 26, 2, p. 762-773 12 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile13 Link opens in a new tab Citations (Scopus)210 Downloads (Pure) -
Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound
Yang, H. (Corresponding author), Shan, C. (Corresponding author), Kolen, A. F. & de With, P. H. N., Mar 2022, In: Computerized Medical Imaging and Graphics. 96, 12 p., 102037.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile13 Link opens in a new tab Citations (Scopus)153 Downloads (Pure)
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