Bernard Chiu

According to our database, Bernard Chiu authored at least 48 papers between 2006 and 2024.

Collaborative distances:

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

2024

Multimodal Image Classification by Multiview Latent Pattern Extraction, Selection, and Correlation.

Jianghong Ma, Weixuan Kou, Mingquan Lin, Carmen C. M. Cho, Bernard Chiu

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation.

Wen Yan, Bernard Chiu, Ziyi Shen, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, David Atkinson, Dean C. Barratt, Yipeng Hu

Medical Image Anal., January, 2024

Multiclass and Multilabel Classifications by Consensus and Complementarity-Based Multiview Latent Space Projection.

Jianghong Ma, Weixuan Kou, Mingquan Lin, Carmen C. M. Cho, Bernard Chiu

IEEE Trans. Syst. Man Cybern. Syst., 2024

2023

A Dual-Stream Centerline-Guided Network for Segmentation of the Common and Internal Carotid Arteries From 3D Ultrasound Images.

Mingjie Jiang, Bernard Chiu

IEEE Trans. Medical Imaging, September, 2023

Semi-supervised vessel wall detection and segmentation from 3D femoral MR images.

Qinhong Yan, Bernard Chi Yuen Chiu

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Interpretable Deep Biomarker for Serial Monitoring of Carotid Atherosclerosis Based on Three-Dimensional Ultrasound Imaging.

Xueli Chen, Xinqi Fan, Bernard Chiu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Cascaded Triplanar Autoencoder M-Net for Fully Automatic Segmentation of Left Ventricle Myocardial Scar From Three-Dimensional Late Gadolinium-Enhanced MR Images.

Mingquan Lin, Mingjie Jiang, Mingbo Zhao, Eranga Ukwatta, James A. White, Bernard Chiu

IEEE J. Biomed. Health Informatics, 2022

Multilabel Classification With Group-Based Mapping: A Framework With Local Feature Selection and Local Label Correlation.

Jianghong Ma, Bernard Chi Yuen Chiu, Tommy W. S. Chow

IEEE Trans. Cybern., 2022

The Impact of Using Voxel-Level Segmentation Metrics on Evaluating Multifocal Prostate Cancer Localisation.

Wen Yan, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, Dean C. Barratt, Bernard Chiu, Yipeng Hu

Proceedings of the Applications of Medical Artificial Intelligence, 2022

2020

Area-Preserving Mapping of 3D Carotid Ultrasound Images Using Density-Equalizing Reference Map.

Gary P. T. Choi, Bernard Chiu, Chris H. Rycroft

IEEE Trans. Biomed. Eng., 2020

Deep-recursive residual network for image semantic segmentation.

Yue Zhang, Xianrui Li, Mingquan Lin, Bernard Chiu, Mingbo Zhao

Neural Comput. Appl., 2020

Identification of Retinal Ganglion Cells from β-III Stained Fluorescent Microscopic Images.

He Gai, Yi Wang, Leanne Lai-Hang Chan, Bernard Chiu

J. Digit. Imaging, 2020

Three-dimensional ultrasound evaluation of the effects of pomegranate therapy on carotid plaque texture using locality preserving projection.

Xueli Chen, Mingquan Lin, He Cui, Yimin Chen, Arna van Engelen, Marleen de Bruijne, M. Reza Azarpazhooh, Seyed Mojtaba Sohrevardi, Tommy W. S. Chow, John David Spence, Bernard Chiu

Comput. Methods Programs Biomed., 2020

Longitudinal assessment of carotid plaque texture in three-dimensional ultrasound images based on semi-supervised graph-based dimensionality reduction and feature selection.

Mingquan Lin, He Cui, Weifu Chen, Arna van Engelen, Marleen de Bruijne, M. Reza Azarpazhooh, Seyed Mojtaba Sohrevardi, John David Spence, Bernard Chiu

Comput. Biol. Medicine, 2020

Unsupervised local feature learning for sensitive three-dimensional ultrasound assessment of carotid atherosclerosis.

Yuan Zhao, John David Spence, Bernard Chiu

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Vessel wall segmentation of common carotid artery via multi-branch light network.

Haochen Tan, Huimin Shi, Mingquan Lin, John David Spence, Kwok-Leung Chan, Bernard Chiu

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Development of a 3D carotid atlas for quantification of local volume change.

Xueli Chen, Yuan Zhao, John David Spence, Bernard Chiu

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Segmentation of 3D ultrasound carotid vessel wall using U-Net and segmentation average network.

Mingjie Jiang, John David Spence, Bernard Chiu

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2018

Trace Ratio Criterion based Discriminative Feature Selection via <i>l</i>_{2, <i>p</i>}-norm regularization for supervised learning.

Mingbo Zhao, Mingquan Lin, Bernard Chiu, Zhao Zhang, Xue-Song Tang

Neurocomputing, 2018

Area-preserving mapping of 3D ultrasound carotid artery images using density-equalizing reference map.

Gary P. T. Choi, Bernard Chiu, Chris H. Rycroft

CoRR, 2018

Breast lesion classification based on supersonic shear-wave elastography and automated lesion segmentation from B-mode ultrasound images.

Yanyan Yu, Yang Xiao, Jieyu Cheng, Bernard Chiu

Comput. Biol. Medicine, 2018

Carotid plaque segmentation from three-dimensional ultrasound images by direct three-dimensional sparse field level-set optimization.

Jieyu Cheng, Yimin Chen, Yanyan Yu, Bernard Chiu

Comput. Biol. Medicine, 2018

A self-tuned graph-based framework for localization and grading prostate cancer lesions: An initial evaluation based on multiparametric magnetic resonance imaging.

Weifu Chen, Mingquan Lin, Eli Gibson, Matthew Bastian-Jordan, Derek W. Cool, Zahra Kassam, Huageng Liang, Guocan Feng, Aaron D. Ward, Bernard Chiu

Comput. Biol. Medicine, 2018

2017

Longitudinal Analysis of Pre-Term Neonatal Cerebral Ventricles From 3D Ultrasound Images Using Spatial-Temporal Deformable Registration.

Wu Qiu, Yimin Chen, Jessica Kishimoto, Sandrine de Ribaupierre, Bernard Chiu, Aaron Fenster, Bijoy K. Menon, Jing Yuan

IEEE Trans. Medical Imaging, 2017

Automatic segmentation approach to extracting neonatal cerebral ventricles from 3D ultrasound images.

Wu Qiu, Yimin Chen, Jessica Kishimoto, Sandrine de Ribaupierre, Bernard Chiu, Aaron Fenster, Jing Yuan

Medical Image Anal., 2017

Conformal mapping of carotid vessel wall and plaque thickness measured from 3D ultrasound images.

Gary P. T. Choi, Yimin Chen, Lok Ming Lui, Bernard Chiu

Medical Biol. Eng. Comput., 2017

AWM: Adaptive Weight Matting for medical image segmentation.

Jieyu Cheng, Mingbo Zhao, Minquan Lin, Bernard Chiu

Proceedings of the Medical Imaging 2017: Image Processing, 2017

Prostate lesion detection and localization based on locality alignment discriminant analysis.

Mingquan Lin, Weifu Chen, Mingbo Zhao, Eli Gibson, Matthew Bastian-Jordan, Derek W. Cool, Zahra Kassam, Tommy W. S. Chow, Aaron D. Ward, Bernard Chiu

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

A Graph-Based Multi-kernel Feature Weight Learning Framework for Detection and Grading of Prostate Lesions Using Multi-parametric MR Images.

Weifu Chen, Bernard Chiu, Eli Gibson, Matthew Bastian-Jordan, Derek Cool, Zahra Kassam, Huageng Liang, Aaron D. Ward, Qi Shen, Guocan Feng

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016

Modeling hemodynamic forces in carotid artery based on local geometric features.

Yimin Chen, Gador Canton, William S. Kerwin, Bernard Chiu

Medical Biol. Eng. Comput., 2016

Fully automatic prostate segmentation from transrectal ultrasound images based on radial bas-relief initialization and slice-based propagation.

Yanyan Yu, Yimin Chen, Bernard Chiu

Comput. Biol. Medicine, 2016

Concise biomarker for spatial-temporal change in three-dimensional ultrasound measurement of carotid vessel wall and plaque thickness based on a graph-based random walk framework: Towards sensitive evaluation of response to therapy.

Bernard Chiu, Weifu Chen, Jieyu Cheng

Comput. Biol. Medicine, 2016

Accurate quantification of local changes for carotid arteries in 3D ultrasound images using convex optimization-based deformable registration.

Jieyu Cheng, Wu Qiu, Jing Yuan, Aaron Fenster, Bernard Chiu

Proceedings of the Medical Imaging 2016: Image Processing, 2016

Direct 3D segmentation of carotid plaques from 3D ultrasound images.

Jieyu Cheng, Yanyan Yu, Bernard Chiu

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

2015

Feasibility of Multiple Micro-Particle Trapping - A Simulation Study.

Yanyan Yu, Weibao Qiu, Bernard Chiu, Lei Sun

Sensors, 2015

3D MR ventricle segmentation in pre-term infants with post-hemorrhagic ventricle dilatation (PHVD) using multi-phase geodesic level-sets.

Wu Qiu, Jing Yuan, Martin Rajchl, Jessica Kishimoto, Yimin Chen, Sandrine de Ribaupierre, Bernard Chiu, Aaron Fenster

NeuroImage, 2015

Joint segmentation of lumen and outer wall from femoral artery MR images: Towards 3D imaging measurements of peripheral arterial disease.

Eranga Ukwatta, Jing Yuan, Wu Qiu, Martin Rajchl, Bernard Chiu, Aaron Fenster

Medical Image Anal., 2015

3D MR ventricle segmentation in pre-term infants with post-hemorrhagic ventricle dilation.

Wu Qiu, Jing Yuan, Jessica Kishimoto, Yimin Chen, Sandrine de Ribaupierre, Bernard Chiu, Aaron Fenster

Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014

Automatic prostate segmentation from transrectal ultrasound images.

Yanyan Yu, Jieyu Cheng, Jizhou Li, Weifu Chen, Bernard Chiu

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013

Joint Segmentation of 3D Femoral Lumen and Outer Wall Surfaces from MR Images.

Eranga Ukwatta, Jing Yuan, Wu Qiu, Martin Rajchl, Bernard Chiu, Shadi Shavakh, Jianrong Xu, Aaron Fenster

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Relationships between local geometrical features and hemodynamic flow properties.

Bernard Chiu, Yimin Chen, Gador Canton, William S. Kerwin

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2010

Correlation of hemodynamic forces and atherosclerotic plaque components.

Gádór Canton, Bernard Chiu, Chun Yuan, William S. Kerwin

Proceedings of the Medical Imaging 2010: Visualization, 2010

2008

A "Twisting and Bending" Model-Based Nonrigid Image Registration Technique for 3-D Ultrasound Carotid Images.

Nuwan D. Nanayakkara, Bernard Chiu, Afshan Samani, John David Spence, Jagath Samarabandu, Aaron Fenster

IEEE Trans. Medical Imaging, 2008

Area-preserving flattening maps of 3D ultrasound carotid arteries images.

Bernard Chiu, Micaela Egger, John David Spence, Grace Parraga, Aaron Fenster

Medical Image Anal., 2008

Development of 3D ultrasound techniques for carotid artery disease assessment and monitoring.

Bernard Chiu, Micaela Egger, John David Spence, Grace Parraga, Aaron Fenster

Int. J. Comput. Assist. Radiol. Surg., 2008

Nonrigid registration of carotid ultrasound and MR images using a "twisting and bending" model.

Nuwan D. Nanayakkara, Bernard Chiu, Abbas Samani, John David Spence, Grace Parraga, Jagath Samarabandu, Aaron Fenster

Proceedings of the Medical Imaging 2008: Image Processing, 2008

2006

A Non-Rigid Image Registration Technique for 3D Ultrasound Carotid Images using a "Twisting and Bending" Model.

Nuwan D. Nanayakkara, Bernard Chiu, Abbas Samani, John David Spence, Jagath Samarabandu, Aaron Fenster

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Quantification of progression and regression of carotid vessel atherosclerosis using 3D ultrasound images.

Bernard Chiu, Micaela Egger, John David Spence, Grace Parraga, Aaron Fenster

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006