Jie-Zhi Cheng [鄭介誌]
Jie-Zhi Cheng [鄭介誌]
General Manager of Wuhan Branch and R&D VP, United Imaging Intelligence Co., Ltd. (UII), China
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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), 24454, 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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), 8533, 2017
Weakly supervised segmentation framework with uncertainty: A study on pneumothorax segmentation in chest X-ray
X Ouyang, Z Xue, Y Zhan, XS Zhou, Q Wang, Y Zhou, Q Wang, JZ Cheng
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
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