Hongxu Yang

According to our database, Hongxu Yang authored at least 21 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Semisupervised Breast MRI Density Segmentation Integrating Fine and Rough Annotations.

Tianyu Xie, Yue Sun, Hongxu Yang, Shuo Li, Jinhong Song, Qimin Yang, Hao Chen, Mingxiang Wu, Tao Tan

IEEE Trans. Artif. Intell., March, 2025

Quality Enhancement of Radiographic X-ray Images by Interpretable Mapping.

Hongxu Yang, Najib Akram Aboobacker, Xiaomeng Dong, German Gonzalez, Lehel Ferenczi, Gopal Avinash

CoRR, January, 2025

Zero-Shot Bias Correction: Efficient MR Image Inhomogeneity Reduction without Any Data.

Hongxu Yang, Edina Timko, Brice Fernandez

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2023

Medical instrument detection in ultrasound: a review.

Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With

Artif. Intell. Rev., May, 2023

2022

Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning.

Hongxu Yang, Caifeng Shan, R. Arthur Bouwman, Lukas R. C. Dekker, Alexander F. Kolen, Peter H. N. de With

IEEE J. Biomed. Health Informatics, 2022

Multi-modal trained artificial intelligence solution to triage chest X-ray for COVID-19 using pristine ground-truth, versus radiologists.

Tao Tan, Bipul Das, Ravi Soni, Mate Fejes, Hongxu Yang, Sohan Ranjan, Daniel Attila Szabo, Vikram Melapudi, K. S. Shriram, Utkarsh Agrawal, László Ruskó, Zita Herczeg, Barbara Darázs, Pal Tegzes, Lehel Ferenczi, Rakesh Mullick, Gopal Avinash

Neurocomputing, 2022

Weakly-supervised learning for catheter segmentation in 3D frustum ultrasound.

Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With

Comput. Medical Imaging Graph., 2022

2021

Efficient Medical Instrument Detection in 3D Volumetric Ultrasound Data.

Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With

IEEE Trans. Biomed. Eng., 2021

Efficient and Robust Instrument Segmentation in 3D Ultrasound Using Patch-of-Interest-FuseNet with Hybrid Loss.

Hongxu Yang, Caifeng Shan, R. Arthur Bouwman, Alexander F. Kolen, Peter H. N. de With

Medical Image Anal., 2021

2020

Medical Instrument Detection in Ultrasound-Guided Interventions: A Review.

Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With

CoRR, 2020

Feasibility study of catheter segmentation in 3D Frustum ultrasounds by DCNN.

Lan Min, Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With

Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Deep Q-Network-Driven Catheter Segmentation in 3D US by Hybrid Constrained Semi-supervised Learning and Dual-UNet.

Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

A unified distributed ELM framework with supervised, semi-supervised and unsupervised big data learning.

Zhiqiong Wang, Luxuan Qu, Junchang Xin, Hongxu Yang, Xiaosong Gao

Memetic Comput., 2019

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

Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With

Int. J. Comput. Assist. Radiol. Surg., 2019

Transferring from ex-vivo to in-vivo: Instrument Localization in 3D Cardiac Ultrasound Using Pyramid-UNet with Hybrid Loss.

Hongxu Yang, Caifeng Shan, Tao Tan, Alexander F. Kolen, Peter H. N. de With

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Improving Catheter Segmentation & Localization in 3D Cardiac Ultrasound Using Direction-Fused Fcn.

Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Automated Catheter Localization in Volumetric Ultrasound Using 3D Patch-Wise U-Net with Focal Loss.

Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Efficient Catheter Segmentation in 3D Cardiac Ultrasound using Slice-Based FCN With Deep Supervision and F-Score Loss.

Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Feature study on catheter detection in three-dimensional ultrasound.

Hongxu Yang, Arash Pourtaherian, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Catheter Detection in 3D Ultrasound Using Triplanar-Based Convolutional Neural Networks.

Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Private authentication keys based on wearable device EEG recordings.

Hongxu Yang, Vojkan Mihajlovic, Tanya Ignatenko

Proceedings of the 25th European Signal Processing Conference, 2017