Jie-Zhi Cheng

Most-cited papers

Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans
Jie-Zhi Cheng, Dong Ni, Yi-Hong Chou, Jing Qin +5 more
2016Scientific Reports733 citations Open access
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Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets
Lequan Yu, Jie-Zhi Cheng, Q. Dou, Xin Yang +3 more
2017International Conference on Medical Image Computing and Computer-Assisted Intervention249 citations Open access
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FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks
Lingyun Wu, Jie-Zhi Cheng, Shengli Li, Baiying Lei +2 more
2017IEEE Transactions on Cybernetics228 citations
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Accurate Cervical Cell Segmentation from Overlapping Clumps in Pap Smear Images
You-Yi Song, Ee-Leng Tan, Xu-Dong Jiang, Jie-Zhi Cheng +4 more
2017IEEE Transactions on Medical Imaging222 citations
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Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks
Hao Chen, Q. Dou, Dong Ni, Jie-Zhi Cheng +3 more
2015International Conference on Medical Image Computing and Computer-Assisted Intervention176 citations
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Deep Contextual Networks for Neuronal Structure Segmentation
Hao Chen, Xiaojuan Qi, Jie-Zhi Cheng, Pheng-Ann Heng
2016AAAI Conference on Artificial Intelligence162 citations Open access
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Ultrasound Standard Plane Detection Using a Composite Neural Network Framework
Hao Chen, Lingyun Wu, Q. Dou, J. Qin +4 more
2017IEEE Transactions on Cybernetics154 citations
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Automatic Scoring of Multiple Semantic Attributes With Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images
Sihong Chen, J. Qin, Xing Ji, Bai-Ying Lei +3 more
2017IEEE Transactions on Medical Imaging140 citations Open access
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Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis
Xi Ouyang, S. Karanam, Zi-Yan Wu, Terrence Chen +4 more
2020IEEE Transactions on Medical Imaging122 citations Open access
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WGAN-Based Synthetic Minority Over-Sampling Technique: Improving Semantic Fine-Grained Classification for Lung Nodules in CT Images
Qing-Feng Wang, Xue-Hai Zhou, Chao Wang, Zhi-Qin Liu +5 more
2019IEEE Access98 citations Open access
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Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting
Jing Li, Yi Wang, Baiying Lei, Jie-Zhi Cheng +4 more
2018IEEE journal of biomedical and health informatics98 citations Open access
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Self-co-attention neural network for anatomy segmentation in whole breast ultrasound
Bai-Ying Lei, Shan Huang, Hang Li, Ran Li +6 more
2020Medical Image Anal.70 citations
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Segmentation of breast anatomy for automated whole breast ultrasound images with boundary regularized convolutional encoder-decoder network
Baiying Lei, Shan Huang, Ran Li, C. Bian +3 more
2018Neurocomputing68 citations
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Computer-aided US diagnosis of breast lesions by using cell-based contour grouping.
Jie-Zhi Cheng, Yi-Hong Chou, Chiun-Sheng Huang, Yeun-Chung Chang +3 more
2010Radiology55 citations
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Cell-competition algorithm: a new segmentation algorithm for multiple objects with irregular boundaries in ultrasound images.
Chung-Ming Chen, Yi-Hong Chou, Curtis S. K. Chen, Jie-Zhi Cheng +3 more
2005Ultrasound in Medicine and Biology54 citations
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Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning
Zheren Li, Zhi-Ming Cui, Sheng Wang, Yuji Qi +6 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention49 citations Open access
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Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration
Yi Wang, Jie-Zhi Cheng, Dong Ni, Mu-Qing Lin +5 more
2016IEEE Transactions on Medical Imaging47 citations
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Automatic Categorization and Scoring of Solid, Part-Solid and Non-Solid Pulmonary Nodules in CT Images with Convolutional Neural Network
Xiaoguang Tu, M. Xie, Jingjing Gao, Zhen Ma +5 more
2017Scientific Reports44 citations Open access
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Weakly Supervised Segmentation Framework with Uncertainty: A Study on Pneumothorax Segmentation in Chest X-ray
Xi Ouyang, Z. Xue, Y. Zhan, X. Zhou +4 more
2019International Conference on Medical Image Computing and Computer-Assisted Intervention41 citations
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Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection
Zhenrong Shen, Xi Ouyang, Bin Xiao, Jie-Zhi Cheng +2 more
2022Medical Image Anal.40 citations Open access
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Dual-Domain Convolutional Neural Networks for Improving Structural Information in 3T MRI
Yongqin Zhang, P. Yap, Liangqiong Qu, Jie-Zhi Cheng +1 more
2019Magnetic Resonance Imaging37 citations Open access
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Automated segmentation and diagnosis of pneumothorax on chest X-rays with fully convolutional multi-scale ScSE-DenseNet: a retrospective study
Qing-Feng Wang, Qiyu Liu, Guo-Ting Luo, Zhi-Qin Liu +5 more
2020BMC Medical Informatics and Decision Making34 citations Open access
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Boundary Regularized Convolutional Neural Network for Layer Parsing of Breast Anatomy in Automated Whole Breast Ultrasound
C. Bian, R. Lee, Yi-Hong Chou, Jie-Zhi Cheng
2017International Conference on Medical Image Computing and Computer-Assisted Intervention34 citations
Semantic Scholar
Bridging Computational Features Toward Multiple Semantic Features with Multi-task Regression: A Study of CT Pulmonary Nodules
Sihong Chen, Dong Ni, J. Qin, Baiying Lei +2 more
2016International Conference on Medical Image Computing and Computer-Assisted Intervention33 citations Open access
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Segmenting overlapping cervical cell in Pap smear images
You-Yi Song, Jie-Zhi Cheng, Dong Ni, Si-Ping Chen +2 more
2016IEEE International Symposium on Biomedical Imaging27 citations
Semantic Scholar
ACCOMP: Augmented cell competition algorithm for breast lesion demarcation in sonography.
Jie-Zhi Cheng, Yi-Hong Chou, Chiun-Sheng Huang, Yeun-Chung Chang +5 more
2010Medical Physics (Lancaster)26 citations
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Dual-Domain Cascaded Regression for Synthesizing 7T from 3T MRI
Yongqin Zhang, Jie-Zhi Cheng, Lei Xiang, P. Yap +1 more
2018International Conference on Medical Image Computing and Computer-Assisted Intervention23 citations Open access
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Ultrasound based Respiratory Motion Compensation in the Abdomen
W. Wein, Jie-Zhi Cheng, A. Khamene
200823 citations
Semantic Scholar
Randomized comparison of AI enhanced 3D printing and traditional simulations in hepatobiliary surgery
Lin-Qian Li, Shujie Cheng, Jinghua Li, Ji-Hong Yang +14 more
2025npj Digital Medicine19 citations Open access
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Radiomics-based machine learning analysis and characterization of breast lesions with multiparametric diffusion-weighted MR
Kun Sun, Z. Jiao, Hong Zhu, Weimin Chai +5 more
2021Journal of Translational Medicine19 citations Open access
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Cell-based graph cut for segmentation of 2D/3D sonographic breast images
Hsin-Hung Chiang, Jie-Zhi Cheng, Pei-Kai Hung, Chun-You Liu +2 more
2010IEEE International Symposium on Biomedical Imaging19 citations
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Detection of Arterial Calcification in Mammograms by Random Walks
Jie-Zhi Cheng, E. Cole, E. Pisano, D. Shen
2009Information Processing in Medical Imaging19 citations
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Cell-based two-region competition algorithm with a map framework for boundary delineation of a series of 2D ultrasound images.
Jie-Zhi Cheng, Chung-Ming Chen, Yi-Hong Chou, Curtis S. K. Chen +2 more
2007Ultrasound in Medicine and Biology19 citations
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MR image segmentation and bias field estimation based on coherent local intensity clustering with total variation regularization
Xiaoguang Tu, Jingjing Gao, Chong-Jin Zhu, Jie-Zhi Cheng +3 more
2016Medical and Biological Engineering and Computing18 citations
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Fully automated measurement on coronal alignment of lower limbs using deep convolutional neural networks on radiographic images
Xiang-Hong Meng, Zhi Wang, Xin-Long Ma, Xiaoming Liu +3 more
2022BMC Musculoskeletal Disorders15 citations Open access
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Mammographic mass segmentation using multichannel and multiscale fully convolutional networks
Shengzhou Xu, E. Adeli, Jie-Zhi Cheng, Lei Xiang +3 more
2020International journal of imaging systems and technology (Print)15 citations Open access
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A Study on Tuberculosis Classification in Chest X-ray Using Deep Residual Attention Networks*
Ran Zhang, Huichuan Duan, Jie-Zhi Cheng, Yuan-Jie Zheng
2020Annual International Conference of the IEEE Engineering in Medicine and Biology Society15 citations
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AttentionNet: Learning Where to Focus via Attention Mechanism for Anatomical Segmentation of Whole Breast Ultrasound Images
Hang Li, Jie-Zhi Cheng, Yi-Hong Chou, J. Qin +2 more
2019IEEE International Symposium on Biomedical Imaging14 citations
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Automatic cystocele severity grading in transperineal ultrasound by random forest regression
Dong Ni, Xing Ji, Min Wu, Wenlei Wang +6 more
2017Pattern Recognition12 citations Open access
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Automatic Segmentation of the Corpus Callosum Using a Cell-Competition Algorithm: Diffusion Tensor Imaging-Based Evaluation of Callosal Atrophy and Tissue Alterations in Patients With Systemic Lupus Erythematosus
Shiou-Ping Lee, C. Wu, Jie-Zhi Cheng, Chung-Ming Chen +2 more
2015Journal of computer assisted tomography11 citations
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Self-adversarial Learning for Detection of Clustered Microcalcifications in Mammograms
Xi Ouyang, Jifei Che, Qitian Chen, Zheren Li +5 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention10 citations
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Automatic Scoring of Multiple Semantic Attributes With Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images
Si-Hong Chen, Jing Qin, Xing Ji, Bai-Ying Lei +3 more
2017IEEE Trans. Medical Imaging10 citations
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mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography
Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che +4 more
2020PRIME@MICCAI9 citations Open access
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Fully Convolutional Multi-Scale ScSE-DenseNet for Automatic Pneumothorax Segmentation in Chest Radiographs
Guo-Ting Luo, Zhi-Qin Liu, Qing-Feng Wang, Qiyu Liu +5 more
2019IEEE International Conference on Bioinformatics and Biomedicine9 citations
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Segment aorta and localize landmarks simultaneously on noncontrast CT using a multitask learning framework for patients without severe vascular disease
Jin-Rong Yang, Xiang Lisa Li, Jie-Zhi Cheng, Zhong Xue +4 more
2023Comput. Biol. Medicine8 citations Open access
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Identification of breast vascular calcium deposition in digital mammography by linear structure analysis
Jie-Zhi Cheng, Chung-Ming Chen, D. Shen
2012IEEE International Symposium on Biomedical Imaging8 citations
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Automated DNA fiber tracking and measurement
Ya-Ping Wang, Paul Chastain, P. Yap, Jie-Zhi Cheng +3 more
2011IEEE International Symposium on Biomedical Imaging8 citations
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Hierarchical Attention-Based Multiple Instance Learning Network for Patient-Level Lung Cancer Diagnosis
Qing-Feng Wang, Ying Zhou, Jun Huang, Zhi-Qin Liu +3 more
2020IEEE International Conference on Bioinformatics and Biomedicine7 citations
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Multi-order Transfer Learning for Pathologic Diagnosis of Pulmonary Nodule Malignancy
Qing-Feng Wang, Jie-Zhi Cheng, Zhi-Qin Liu, Jun Huang +5 more
2018IEEE International Conference on Bioinformatics and Biomedicine7 citations
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An automatic segmentation approach for boundary delineation of corpus callosum based on cell competition
Shiou-Ping Lee, Jie-Zhi Cheng, Chung-Ming Chen, W. Tseng
2008Annual International Conference of the IEEE Engineering in Medicine and Biology Society7 citations
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