Bernard Chiu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 34

Top Topics

Fully Automatic

Ultrasound Images

Norm Regularization

Top Venues

Comput. Biol. Medicine

Medical Imaging: Image Processing

Medical Image Anal.

Publications

Jianghong Ma, Weixuan Kou, Mingquan Lin, Carmen C. M. Cho, Bernard Chiu
Multiclass and Multilabel Classifications by Consensus and Complementarity-Based Multiview Latent Space Projection. IEEE Trans. Syst. Man Cybern. Syst. 54 (3) (2024)
Jianghong Ma, Weixuan Kou, Mingquan Lin, Carmen C. M. Cho, Bernard Chiu
Multimodal Image Classification by Multiview Latent Pattern Extraction, Selection, and Correlation. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Wen Yan, Bernard Chiu, Ziyi Shen, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, David Atkinson, Dean C. Barratt, Yipeng Hu
Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation. Medical Image Anal. 91 (2024)
Xueli Chen, Xinqi Fan, Bernard Chiu
Interpretable Deep Biomarker for Serial Monitoring of Carotid Atherosclerosis Based on Three-Dimensional Ultrasound Imaging. MICCAI (6) (2023)
Mingjie Jiang, Bernard Chiu
A Dual-Stream Centerline-Guided Network for Segmentation of the Common and Internal Carotid Arteries From 3D Ultrasound Images. IEEE Trans. Medical Imaging 42 (9) (2023)
Wen Yan, Bernard Chiu, Ziyi Shen, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, David Atkinson, Dean C. Barratt, Yipeng Hu
Combiner and HyperCombiner Networks: Rules to Combine Multimodality MR Images for Prostate Cancer Localisation. CoRR (2023)
Wen Yan, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, Dean C. Barratt, Bernard Chiu, Yipeng Hu
The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation. CoRR (2022)
Wen Yan, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, Dean C. Barratt, Bernard Chiu, Yipeng Hu
The Impact of Using Voxel-Level Segmentation Metrics on Evaluating Multifocal Prostate Cancer Localisation. AMAI@MICCAI (2022)
Mingquan Lin, Mingjie Jiang, Mingbo Zhao, Eranga Ukwatta, James A. White, Bernard Chiu
Cascaded Triplanar Autoencoder M-Net for Fully Automatic Segmentation of Left Ventricle Myocardial Scar From Three-Dimensional Late Gadolinium-Enhanced MR Images. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Xueli Chen, Yuan Zhao, John David Spence, Bernard Chiu
Development of a 3D carotid atlas for quantification of local volume change. Medical Imaging: Image Processing (2020)
Yue Zhang, Xianrui Li, Mingquan Lin, Bernard Chiu, Mingbo Zhao
Deep-recursive residual network for image semantic segmentation. Neural Comput. Appl. 32 (16) (2020)
Gary P. T. Choi, Bernard Chiu, Chris H. Rycroft
Area-Preserving Mapping of 3D Carotid Ultrasound Images Using Density-Equalizing Reference Map. IEEE Trans. Biomed. Eng. 67 (9) (2020)
Yuan Zhao, John David Spence, Bernard Chiu
Unsupervised local feature learning for sensitive three-dimensional ultrasound assessment of carotid atherosclerosis. Medical Imaging: Image Processing (2020)
Mingjie Jiang, John David Spence, Bernard Chiu
Segmentation of 3D ultrasound carotid vessel wall using U-Net and segmentation average network. EMBC (2020)
Haochen Tan, Huimin Shi, Mingquan Lin, John David Spence, Kwok-Leung Chan, Bernard Chiu
Vessel wall segmentation of common carotid artery via multi-branch light network. Medical Imaging: Image Processing (2020)
He Gai, Yi Wang, Leanne Lai Hang Chan, Bernard Chiu
Identification of Retinal Ganglion Cells from β-III Stained Fluorescent Microscopic Images. J. Digit. Imaging 33 (5) (2020)
Mingquan Lin, He Cui, Weifu Chen, Arna van Engelen, Marleen de Bruijne, M. Reza Azarpazhooh, Seyed Mojtaba Sohrevardi, John David Spence, Bernard Chiu
Longitudinal assessment of carotid plaque texture in three-dimensional ultrasound images based on semi-supervised graph-based dimensionality reduction and feature selection. Comput. Biol. Medicine 116 (2020)
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
Three-dimensional ultrasound evaluation of the effects of pomegranate therapy on carotid plaque texture using locality preserving projection. Comput. Methods Programs Biomed. 184 (2020)
Jieyu Cheng, Yimin Chen, Yanyan Yu, Bernard Chiu
Carotid plaque segmentation from three-dimensional ultrasound images by direct three-dimensional sparse field level-set optimization. Comput. Biol. Medicine 94 (2018)
Gary P. T. Choi, Bernard Chiu, Chris H. Rycroft
Area-preserving mapping of 3D ultrasound carotid artery images using density-equalizing reference map. CoRR (2018)
Weifu Chen, Mingquan Lin, Eli Gibson, Matthew Bastian-Jordan, Derek W. Cool, Zahra Kassam, Huageng Liang, Guocan Feng, Aaron D. Ward, Bernard Chiu
A self-tuned graph-based framework for localization and grading prostate cancer lesions: An initial evaluation based on multiparametric magnetic resonance imaging. Comput. Biol. Medicine 96 (2018)
Mingbo Zhao, Mingquan Lin, Bernard Chiu, Zhao Zhang, Xue-Song Tang
-norm regularization for supervised learning. Neurocomputing 321 (2018)
Yanyan Yu, Yang Xiao, Jieyu Cheng, Bernard Chiu
Breast lesion classification based on supersonic shear-wave elastography and automated lesion segmentation from B-mode ultrasound images. Comput. Biol. Medicine 93 (2018)
Wu Qiu, Yimin Chen, Jessica Kishimoto, Sandrine de Ribaupierre, Bernard Chiu, Aaron Fenster, Bijoy K. Menon, Jing Yuan
Longitudinal Analysis of Pre-Term Neonatal Cerebral Ventricles From 3D Ultrasound Images Using Spatial-Temporal Deformable Registration. IEEE Trans. Medical Imaging 36 (4) (2017)
Gary P. T. Choi, Yimin Chen, Lok Ming Lui, Bernard Chiu
Conformal mapping of carotid vessel wall and plaque thickness measured from 3D ultrasound images. Medical Biol. Eng. Comput. 55 (12) (2017)
Jieyu Cheng, Mingbo Zhao, Minquan Lin, Bernard Chiu
AWM: Adaptive Weight Matting for medical image segmentation. Medical Imaging: Image Processing (2017)
Wu Qiu, Yimin Chen, Jessica Kishimoto, Sandrine de Ribaupierre, Bernard Chiu, Aaron Fenster, Jing Yuan
Automatic segmentation approach to extracting neonatal cerebral ventricles from 3D ultrasound images. Medical Image Anal. 35 (2017)
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
Prostate lesion detection and localization based on locality alignment discriminant analysis. Medical Imaging: Computer-Aided Diagnosis (2017)
Weifu Chen, Bernard Chiu, Eli Gibson, Matthew Bastian-Jordan, Derek Cool, Zahra Kassam, Huageng Liang, Aaron D. Ward, Qi Shen, Guocan Feng
A Graph-Based Multi-kernel Feature Weight Learning Framework for Detection and Grading of Prostate Lesions Using Multi-parametric MR Images. ACPR (2017)
Yimin Chen, Gador Canton, William S. Kerwin, Bernard Chiu
Modeling hemodynamic forces in carotid artery based on local geometric features. Medical Biol. Eng. Comput. 54 (9) (2016)
Jieyu Cheng, Wu Qiu, Jing Yuan, Aaron Fenster, Bernard Chiu
Accurate quantification of local changes for carotid arteries in 3D ultrasound images using convex optimization-based deformable registration. Medical Imaging: Image Processing (2016)
Bernard Chiu, Weifu Chen, Jieyu Cheng
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. Comput. Biol. Medicine 79 (2016)
Jieyu Cheng, Yanyan Yu, Bernard Chiu
Direct 3D segmentation of carotid plaques from 3D ultrasound images. BioCAS (2016)
Yanyan Yu, Yimin Chen, Bernard Chiu
Fully automatic prostate segmentation from transrectal ultrasound images based on radial bas-relief initialization and slice-based propagation. Comput. Biol. Medicine 74 (2016)
Wu Qiu, Jing Yuan, Martin Rajchl, Jessica Kishimoto, Yimin Chen, Sandrine de Ribaupierre, Bernard Chiu, Aaron Fenster
3D MR ventricle segmentation in pre-term infants with post-hemorrhagic ventricle dilatation (PHVD) using multi-phase geodesic level-sets. NeuroImage 118 (2015)
Wu Qiu, Jing Yuan, Jessica Kishimoto, Yimin Chen, Sandrine de Ribaupierre, Bernard Chiu, Aaron Fenster
3D MR ventricle segmentation in pre-term infants with post-hemorrhagic ventricle dilation. Medical Imaging: Image Processing (2015)
Eranga Ukwatta, Jing Yuan, Wu Qiu, Martin Rajchl, Bernard Chiu, Aaron Fenster
Joint segmentation of lumen and outer wall from femoral artery MR images: Towards 3D imaging measurements of peripheral arterial disease. Medical Image Anal. 26 (1) (2015)
Yanyan Yu, Weibao Qiu, Bernard Chiu, Lei Sun
Feasibility of Multiple Micro-Particle Trapping - A Simulation Study. Sensors 15 (3) (2015)
Yanyan Yu, Jieyu Cheng, Jizhou Li, Weifu Chen, Bernard Chiu
Automatic prostate segmentation from transrectal ultrasound images. BioCAS (2014)
Bernard Chiu, Yimin Chen, Gador Canton, William S. Kerwin
Relationships between local geometrical features and hemodynamic flow properties. EMBC (2013)
Eranga Ukwatta, Jing Yuan, Wu Qiu, Martin Rajchl, Bernard Chiu, Shadi Shavakh, Jianrong Xu, Aaron Fenster
Joint Segmentation of 3D Femoral Lumen and Outer Wall Surfaces from MR Images. MICCAI (1) (2013)
Gádór Canton, Bernard Chiu, Chun Yuan, William S. Kerwin
Correlation of hemodynamic forces and atherosclerotic plaque components. Medical Imaging: Image-Guided Procedures (2010)
Nuwan D. Nanayakkara, Bernard Chiu, Afshan Samani, John David Spence, Jagath Samarabandu, Aaron Fenster
A "Twisting and Bending" Model-Based Nonrigid Image Registration Technique for 3-D Ultrasound Carotid Images. IEEE Trans. Medical Imaging 27 (10) (2008)
Nuwan D. Nanayakkara, Bernard Chiu, Abbas Samani, John David Spence, Grace Parraga, Jagath Samarabandu, Aaron Fenster
Nonrigid registration of carotid ultrasound and MR images using a "twisting and bending" model. Medical Imaging: Image Processing (2008)
Bernard Chiu, Micaela Egger, John David Spence, Grace Parraga, Aaron Fenster
Area-preserving flattening maps of 3D ultrasound carotid arteries images. Medical Image Anal. 12 (6) (2008)
Bernard Chiu, Micaela Egger, John David Spence, Grace Parraga, Aaron Fenster
Development of 3D ultrasound techniques for carotid artery disease assessment and monitoring. Int. J. Comput. Assist. Radiol. Surg. 3 (1-2) (2008)
Bernard Chiu, Micaela Egger, John David Spence, Grace Parraga, Aaron Fenster
Quantification of progression and regression of carotid vessel atherosclerosis using 3D ultrasound images. EMBC (2006)
Nuwan D. Nanayakkara, Bernard Chiu, Abbas Samani, John David Spence, Jagath Samarabandu, Aaron Fenster
A Non-Rigid Image Registration Technique for 3D Ultrasound Carotid Images using a "Twisting and Bending" Model. EMBC (2006)