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Personal profile

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.

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  • 2 Similar Profiles
Catheters Engineering & Materials Science
Ultrasonics Engineering & Materials Science
Neural networks Engineering & Materials Science
Three-Dimensional Imaging Medicine & Life Sciences
Electroencephalography Engineering & Materials Science
Authentication Engineering & Materials Science

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Research Output 2017 2019

  • 5 Citations
  • 8 Conference contribution
  • 2 Article
  • 1 Other

Automated catheter localization in volumetric ultrasound using 3D patch-wise U-net with focal loss

Yang, H., Shan, C., Kolen, A. F. & de With, P., 2019, (Accepted/In press) IEEE International Conference on Image Processing 2019.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Catheter localization in 3D ultrasound using voxel-of-interest-based ConvNets for cardiac intervention

Yang, H., Shan, C., Kolen, A. F. & de With, P., Jun 2019, In : International Journal of Computer Assisted Radiology and Surgery. 14, 6, p. 1069-1077 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Catheters
Ultrasonics
Cardiac Catheters
Entropy
Neural networks

Catheter localization in 3D ultrasound using Voxel-of-interest-based ConvNets for cardiac intervention

Yang, H., Shan, C., Kolen, A. F. & de With, P., 2019, (Accepted/In press) Computer Assisted Radiology and Surgery: Information Processing in Computer Assisted Interventions.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)

Catheter segmentation in three-dimensional ultrasound images by feature fusion and model fitting

Yang, H., Shan, C., Pourtaherian, A., Kolen, A. F. & de With, P. H. N., 14 Jan 2019, In : Journal of Medical Imaging. 6, 1, 13 p., 015001

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Three-Dimensional Imaging
Catheters
Cardiac Catheterization
Physicians
Cardiac Catheters

Efficient catheter segmentation in 3D cardiac ultrasound using slice-based FCN with deep supervision and F-score loss

Yang, H., Shan, C., Kolen, A. F. & de With, P., 2019, (Accepted/In press) IEEE International Conference on Image Processing.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Student theses

EEG-based Authentication Keys

Author: Yang, H., 2016

Student thesis: Master

File