Pheng Ann Heng

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Qi DOUAssistant Professor, The Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Hao ChenAssistant Professor, The Hong Kong University of Science and TechnologyVerified email at cse.ust.hk
Tien-Tsin WongProfessor, Dept of Computer Science & Engineering, The Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Lequan YuAssistant Professor, The University of Hong KongVerified email at hku.hk
Chi-Wing Fu, PhilipThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Lei ZhuHong Kong University of Science and TechnologyVerified email at ust.hk
Yueming JinSenior Research Fellow, Dept. of Computer Science, University College LondonVerified email at ucl.ac.uk
Dong NiShenzhen UniversityVerified email at szu.edu.cn
Xiaowei HuShanghai AI LaboratoryVerified email at pjlab.org.cn
Xin Yang (楊鑫)Assistant Professor of Biomedical Engineering, Shenzhen UniversityVerified email at szu.edu.cn
Xiaomeng LiAssistant Professor, The Hong Kong University of Science and TechnologyVerified email at ust.hk
CHOI Kup-Sze (Thomas)Centre for Smart Health, The Hong Kong Polytechnic UniversityVerified email at polyu.edu.hk
Guangyong Chen(陈广勇)Zhejiang University - Zhejiang Lab Hundred-Program ResearcherVerified email at zhejianglab.com
Xi WangThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Xianzhi LiHuazhong University of Science and TechnologyVerified email at hust.edu.cn
Yi WANGShenzhen UniversityVerified email at szu.edu.cn
Shujun Wang (Emma)University of CambridgeVerified email at cam.ac.uk
Andrew J HansonProfessor Emeritus of Computer Science, School of Informatics and Computing, Indiana UniversityVerified email at indiana.edu
Qingqing ZhengChinese Academic of ScienceVerified email at siat.ac.cn
Cheng ChenComputer Science and Engineering, The Chinese University of Hong KongVerified email at cse.cuhk.edu.hk

Pheng Ann Heng

Professor, Computer Science & Engineering, Chinese University of Hong Kong

Verified email at cse.cuhk.edu.hk - Homepage

Medical Image Analysis Surgical Simulation Visualization Graphics Virtual Reality


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Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer BE Bejnordi, M Veta, PJ Van Diest, B Van Ginneken, N Karssemeijer, ... Jama 318 (22), 2199-2210, 2017	1887	2017
H-DenseUNet: hybrid densely connected UNet for liver and tumor segmentation from CT volumes X Li, H Chen, X Qi, Q Dou, CW Fu, PA Heng IEEE transactions on medical imaging 37 (12), 2663-2674, 2018	1225	2018
Automated melanoma recognition in dermoscopy images via very deep residual networks L Yu, H Chen, Q Dou, J Qin, PA Heng IEEE transactions on medical imaging 36 (4), 994-1004, 2016	746	2016
Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: is the problem solved? O Bernard, A Lalande, C Zotti, F Cervenansky, X Yang, PA Heng, I Cetin, ... IEEE transactions on medical imaging 37 (11), 2514-2525, 2018	703	2018
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge AAA Setio, A Traverso, T De Bel, MSN Berens, C Van Den Bogaard, ... Medical image analysis 42, 1-13, 2017	636	2017
Automatic detection of cerebral microbleeds from MR images via 3D convolutional neural networks Q Dou, H Chen, L Yu, L Zhao, J Qin, D Wang, VCT Mok, L Shi, PA Heng IEEE transactions on medical imaging 35 (5), 1182-1195, 2016	596	2016
VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images H Chen, Q Dou, L Yu, J Qin, PA Heng NeuroImage 170, 446-455, 2018	592	2018
A new method of feature fusion and its application in image recognition QS Sun, SG Zeng, Y Liu, PA Heng, DS Xia Pattern Recognition 38 (12), 2437-2448, 2005	522	2005
DCAN: deep contour-aware networks for accurate gland segmentation H Chen, X Qi, L Yu, PA Heng Proceedings of the IEEE conference on Computer Vision and Pattern …, 2016	503	2016
Multilevel contextual 3-D CNNs for false positive reduction in pulmonary nodule detection Q Dou, H Chen, L Yu, J Qin, PA Heng IEEE Transactions on Biomedical Engineering 64 (7), 1558-1567, 2016	490	2016
3D deeply supervised network for automated segmentation of volumetric medical images Q Dou, L Yu, H Chen, Y Jin, X Yang, J Qin, PA Heng Medical image analysis 41, 40-54, 2017	451	2017
Gland segmentation in colon histology images: The glas challenge contest K Sirinukunwattana, JPW Pluim, H Chen, X Qi, PA Heng, YB Guo, ... Medical image analysis 35, 489-502, 2017	431	2017
The liver tumor segmentation benchmark (lits) P Bilic, PF Christ, E Vorontsov, G Chlebus, H Chen, Q Dou, CW Fu, X Han, ... arXiv preprint arXiv:1901.04056, 2019	405	2019
DCAN: Deep contour-aware networks for object instance segmentation from histology images H Chen, X Qi, L Yu, Q Dou, J Qin, PA Heng Medical image analysis 36, 135-146, 2017	359	2017
Pu-net: Point cloud upsampling network L Yu, X Li, CW Fu, D Cohen-Or, PA Heng Proceedings of the IEEE conference on computer vision and pattern …, 2018	328	2018
3D deeply supervised network for automatic liver segmentation from CT volumes Q Dou, H Chen, Y Jin, L Yu, J Qin, PA Heng International conference on medical image computing and computer-assisted …, 2016	322	2016
Manga colorization Y Qu, TT Wong, PA Heng ACM Transactions on Graphics (TOG) 25 (3), 1214-1220, 2006	322	2006
Volumetric ConvNets with mixed residual connections for automated prostate segmentation from 3D MR images L Yu, X Yang, H Chen, J Qin, PA Heng Thirty-first AAAI conference on artificial intelligence, 2017	321	2017
R3net: Recurrent residual refinement network for saliency detection Z Deng, X Hu, L Zhu, X Xu, J Qin, G Han, PA Heng Proceedings of the 27th International Joint Conference on Artificial …, 2018	312	2018
Standard plane localization in fetal ultrasound via domain transferred deep neural networks H Chen, D Ni, J Qin, S Li, X Yang, T Wang, PA Heng IEEE journal of biomedical and health informatics 19 (5), 1627-1636, 2015	305	2015

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