| Computer-aided diagnosis with deep learning architecture: applications to breast lesions in US images and pulmonary nodules in CT scans JZ Cheng, D Ni, YH Chou, J Qin, CM Tiu, YC Chang, CS Huang, D Shen, ... Scientific reports 6 (1), 1-13, 2016 | 803 | 2016 |
| Accurate cervical cell segmentation from overlapping clumps in pap smear images Y Song, EL Tan, X Jiang, JZ Cheng, D Ni, S Chen, B Lei, T Wang IEEE transactions on medical imaging 36 (1), 288-300, 2016 | 215 | 2016 |
| Automatic 3D cardiovascular MR segmentation with densely-connected volumetric convnets L Yu, JZ Cheng, Q Dou, X Yang, H Chen, J Qin, PA Heng Medical Image Computing and Computer-Assisted Intervention− MICCAI 2017 …, 2017 | 200 | 2017 |
| Automatic fetal ultrasound standard plane detection using knowledge transferred recurrent neural networks H Chen, Q Dou, D Ni, JZ Cheng, J Qin, S Li, PA Heng Medical Image Computing and Computer-Assisted Intervention--MICCAI 2015 …, 2015 | 178 | 2015 |
| Deep contextual networks for neuronal structure segmentation H Chen, X Qi, J Cheng, P Heng Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 176 | 2016 |
| FUIQA: fetal ultrasound image quality assessment with deep convolutional networks L Wu, JZ Cheng, S Li, B Lei, T Wang, D Ni IEEE transactions on cybernetics 47 (5), 1336-1349, 2017 | 162 | 2017 |
| Automatic scoring of multiple semantic attributes with multi-task feature leverage: a study on pulmonary nodules in CT images S Chen, J Qin, X Ji, B Lei, T Wang, D Ni, JZ Cheng IEEE transactions on medical imaging 36 (3), 802-814, 2016 | 135 | 2016 |
| Ultrasound standard plane detection using a composite neural network framework H Chen, L Wu, Q Dou, J Qin, S Li, JZ Cheng, D Ni, PA Heng IEEE transactions on cybernetics 47 (6), 1576-1586, 2017 | 126 | 2017 |
| Automatic fetal head circumference measurement in ultrasound using random forest and fast ellipse fitting J Li, Y Wang, B Lei, JZ Cheng, J Qin, T Wang, S Li, D Ni IEEE journal of biomedical and health informatics 22 (1), 215-223, 2017 | 91 | 2017 |
| WGAN-based synthetic minority over-sampling technique: improving semantic fine-grained classification for lung nodules in CT images Q Wang, X Zhou, C Wang, Z Liu, J Huang, Y Zhou, C Li, H Zhuang, ... IEEE Access 7, 18450-18463, 2019 | 71 | 2019 |
| Cell-competition algorithm: a new segmentation algorithm for multiple objects with irregular boundaries in ultrasound images CM Chen, YH Chou, CSK Chen, JZ Cheng, YF Ou, FC Yeh, KW Chen Ultrasound in medicine & biology 31 (12), 1647-1664, 2005 | 58 | 2005 |
| Computer-aided US diagnosis of breast lesions by using cell-based contour grouping JZ Cheng, YH Chou, CS Huang, YC Chang, CM Tiu, KW Chen, CM Chen Radiology 255 (3), 746-754, 2010 | 56 | 2010 |
| Segmentation of breast anatomy for automated whole breast ultrasound images with boundary regularized convolutional encoder–decoder network B Lei, S Huang, R Li, C Bian, H Li, YH Chou, JZ Cheng Neurocomputing 321, 178-186, 2018 | 51 | 2018 |
| Learning hierarchical attention for weakly-supervised chest X-ray abnormality localization and diagnosis X Ouyang, S Karanam, Z Wu, T Chen, J Huo, XS Zhou, Q Wang, ... IEEE transactions on medical imaging 40 (10), 2698-2710, 2020 | 50 | 2020 |
| CENTS: cortical enhanced neonatal tissue segmentation F Shi, D Shen, PT Yap, Y Fan, JZ Cheng, H An, LL Wald, G Gerig, ... Human brain mapping 32 (3), 382-396, 2011 | 50 | 2011 |
| Self-co-attention neural network for anatomy segmentation in whole breast ultrasound B Lei, S Huang, H Li, R Li, C Bian, YH Chou, J Qin, P Zhou, X Gong, ... Medical image analysis 64, 101753, 2020 | 47 | 2020 |
| Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration Y Wang, JZ Cheng, D Ni, M Lin, J Qin, X Luo, M Xu, X Xie, P Heng IEEE Transactions on Medical Imaging 35 (2), 589 - 604, 2016 | 45 | 2016 |
| Automated delineation of calcified vessels in mammography by tracking with uncertainty and graphical linking techniques JZ Cheng, CM Chen, EB Cole, ED Pisano, D Shen Medical Imaging, IEEE Transactions on 31 (11), 2143-2155, 2012 | 45 | 2012 |
| Automatic categorization and scoring of solid, part-solid and non-solid pulmonary nodules in CT images with convolutional neural network X Tu, M Xie, J Gao, Z Ma, D Chen, Q Wang, SG Finlayson, Y Ou, ... Scientific reports 7 (1), 1-10, 2017 | 42 | 2017 |
| Ultrasound based respiratory motion compensation in the abdomen W Wein, JZ Cheng, A Khamene MICCAI 2008 Worshop on Image Guidance and Computer Assistance for Softissue …, 2008 | 34 | 2008 |
Qi DOUAssistant Professor, The Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
![Jie-Zhi Cheng [鄭介誌]](https://scholar.googleusercontent.com/citations?view_op=view_photo&user=tSpNhZcAAAAJ&citpid=17)