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2020 – today
- 2023
[j8]Hongxu Yang
, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With:
Medical instrument detection in ultrasound: a review. Artif. Intell. Rev. 56(5): 4363-4402 (2023)- 2022
- [j7]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: 102037 (2022) - [j6]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:
Multi-modal trained artificial intelligence solution to triage chest X-ray for COVID-19 using pristine ground-truth, versus radiologists. Neurocomputing 485: 36-46 (2022) - [j5]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 J. Biomed. Health Informatics 26(2): 762-773 (2022) - 2021
- [j4]Hongxu Yang, Caifeng Shan, R. 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: 101842 (2021) - [j3]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): 1034-1043 (2021) - [i5]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. CoRR abs/2107.14476 (2021) - 2020
- [c9]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: 646-655 - [c8]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: 1131521 - [i4]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 abs/2006.14702 (2020) - [i3]Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With:
Medical Instrument Detection in Ultrasound-Guided Interventions: A Review. CoRR abs/2007.04807 (2020) - [i2]Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With:
Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound. CoRR abs/2010.09525 (2020)
2010 – 2019
- 2019
- [j2]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): 1069-1077 (2019) - [j1]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): 305-315 (2019) - [c7]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: 260-264 - [c6]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: 1346-1350 - [c5]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: 1122-1126 - [c4]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: 263-271 - [i1]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 abs/1902.05582 (2019) - 2018
- [c3]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: 371-375 - [c2]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: 105760V - 2017
- [c1]Hongxu Yang, Vojkan Mihajlovic, Tanya Ignatenko:
Private authentication keys based on wearable device EEG recordings. EUSIPCO 2017: 956-960
Coauthor Index
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