Hongxu Yang

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 22

Top Topics

Supervised Learning

Top Venues

Medical Imaging: Image-Guided Procedures

IEEE J. Biomed. Health Informatics

Publications

Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Medical instrument detection in ultrasound: a review. Artif. Intell. Rev. 56 (5) (2023)
Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Weakly-supervised learning for catheter segmentation in 3D frustum ultrasound. Comput. Medical Imaging Graph. 96 (2022)
Hongxu Yang, Caifeng Shan, 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 J. Biomed. Health Informatics 26 (2) (2022)
Tao Tan, Bipul Das, Ravi Soni, Mate Fejes, Hongxu Yang, Sohan Ranjan, Daniel Attila Szabo, Vikram Melapudi, K. S. Shriram, Utkarsh Agrawal, Laszlo Rusko, Zita Herczeg, Barbara Darázs, Pal Tegzes, Lehel Ferenczi, Rakesh Mullick, Gopal Avinash
Multi-modal trained artificial intelligence solution to triage chest X-ray for COVID-19 using pristine ground-truth, versus radiologists. Neurocomputing 485 (2022)
Hongxu Yang, Caifeng Shan, Arthur Bouwman, Alexander F. Kolen, Peter H. N. de With
Efficient and Robust Instrument Segmentation in 3D Ultrasound Using Patch-of-Interest-FuseNet with Hybrid Loss. Medical Image Anal. 67 (2021)
Hongxu Yang, Caifeng Shan, 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. CoRR (2021)
Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Efficient Medical Instrument Detection in 3D Volumetric Ultrasound Data. IEEE Trans. Biomed. Eng. 68 (3) (2021)
Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Deep Q-Network-Driven Catheter Segmentation in 3D US by Hybrid Constrained Semi-supervised Learning and Dual-UNet. MICCAI (1) (2020)
Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Deep Q-Network-Driven Catheter Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning and Dual-UNet. CoRR (2020)
Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Medical Instrument Detection in Ultrasound-Guided Interventions: A Review. CoRR (2020)
Lan Min, Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Feasibility study of catheter segmentation in 3D Frustum ultrasounds by DCNN. Medical Imaging: Image-Guided Procedures (2020)
Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound. CoRR (2020)
Zhiqiong Wang, Luxuan Qu, Junchang Xin, Hongxu Yang, Xiaosong Gao
A unified distributed ELM framework with supervised, semi-supervised and unsupervised big data learning. Memetic Comput. 11 (3) (2019)
Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Efficient Catheter Segmentation in 3D Cardiac Ultrasound using Slice-Based FCN With Deep Supervision and F-Score Loss. ICIP (2019)
Hongxu Yang, Caifeng Shan, Tao Tan, Alexander F. Kolen, Peter H. N. de With
Transferring from ex-vivo to in-vivo: Instrument Localization in 3D Cardiac Ultrasound Using Pyramid-UNet with Hybrid Loss. MICCAI (5) (2019)
Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Automated Catheter Localization in Volumetric Ultrasound Using 3D Patch-Wise U-Net with Focal Loss. ICIP (2019)
Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Improving Catheter Segmentation & Localization in 3D Cardiac Ultrasound Using Direction-Fused FCN. CoRR (2019)
Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Improving Catheter Segmentation & Localization in 3D Cardiac Ultrasound Using Direction-Fused Fcn. ISBI (2019)
Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Catheter localization in 3D ultrasound using voxel-of-interest-based ConvNets for cardiac intervention. Int. J. Comput. Assist. Radiol. Surg. 14 (6) (2019)
Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Catheter Detection in 3D Ultrasound Using Triplanar-Based Convolutional Neural Networks. ICIP (2018)
Hongxu Yang, Arash Pourtaherian, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
Feature study on catheter detection in three-dimensional ultrasound. Medical Imaging: Image-Guided Procedures (2018)
Hongxu Yang, Vojkan Mihajlovic, Tanya Ignatenko
Private authentication keys based on wearable device EEG recordings. EUSIPCO (2017)