Jie-Zhi Cheng

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 43

Top Topics

Bias Correction

Pulmonary Nodules

Breast Ultrasound

Top Venues

IEEE Trans. Medical Imaging

Publications

Zhenrong Shen, Xi Ouyang, Bin Xiao, Jie-Zhi Cheng, Dinggang Shen, Qian Wang
Image synthesis with disentangled attributes for chest X-ray nodule augmentation and detection. Medical Image Anal. 84 (2023)
Jinrong Yang, Xiang Li, Jie-Zhi Cheng, Zhong Xue, Feng Shi, Yuqing Ji, Xuechun Wang, Fan Yang
Segment aorta and localize landmarks simultaneously on noncontrast CT using a multitask learning framework for patients without severe vascular disease. Comput. Biol. Medicine 160 (2023)
Zheren Li, Zhiming Cui, Lichi Zhang, Sheng Wang, Chenjin Lei, Xi Ouyang, Dongdong Chen, Zixu Zhuang, Xiangyu Zhao, Yajia Gu, Zaiyi Liu, Chunling Liu, Dinggang Shen, Jie-Zhi Cheng
Domain Generalization for Mammographic Image Analysis via Contrastive Learning. CoRR (2023)
Zhenrong Shen, Xi Ouyang, Bin Xiao, Jie-Zhi Cheng, Qian Wang, Dinggang Shen
Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection. CoRR (2022)
Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng
Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis. IEEE Trans. Medical Imaging 40 (10) (2021)
Xi Ouyang, Jifei Che, Qitian Chen, Zheren Li, Yiqiang Zhan, Zhong Xue, Qian Wang, Jie-Zhi Cheng, Dinggang Shen
Self-adversarial Learning for Detection of Clustered Microcalcifications in Mammograms. MICCAI (7) (2021)
Zhenrong Shen, Xi Ouyang, Zhuochen Wang, Yiqiang Zhan, Zhong Xue, Qian Wang, Jie-Zhi Cheng, Dinggang Shen
Nodule Synthesis and Selection for Augmenting Chest X-ray Nodule Detection. PRCV (3) (2021)
Zheren Li, Zhiming Cui, Sheng Wang, Yuji Qi, Xi Ouyang, Qitian Chen, Yuezhi Yang, Zhong Xue, Dinggang Shen, Jie-Zhi Cheng
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning. MICCAI (7) (2021)
Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng
Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis. CoRR (2021)
Zheren Li, Zhiming Cui, Sheng Wang, Yuji Qi, Xi Ouyang, Qitian Chen, Yuezhi Yang, Zhong Xue, Dinggang Shen, Jie-Zhi Cheng
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning. CoRR (2021)
Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Zhong Xue, Dinggang Shen, Qian Wang, Jie-Zhi Cheng
NST: Multi-resolution and Multi-reference Neural Style Transfer for Mammography. PRIME@MICCAI (2020)
Shengzhou Xu, Ehsan Adeli, Jie-Zhi Cheng, Lei Xiang, Yang Li, Seong-Whan Lee, Dinggang Shen
Mammographic mass segmentation using multichannel and multiscale fully convolutional networks. Int. J. Imaging Syst. Technol. 30 (4) (2020)
Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Xuhua Ren, Zhong Xue, Qian Wang, Jie-Zhi Cheng
mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography. CoRR (2020)
Qingfeng Wang, Ying Zhou, Jun Huang, Zhiqin Liu, Ling Li, Weiyun Xu, Jie-Zhi Cheng
Hierarchical Attention-Based Multiple Instance Learning Network for Patient-Level Lung Cancer Diagnosis. BIBM (2020)
Qingfeng Wang, Qiyu Liu, Guoting Luo, Zhiqin Liu, Jun Huang, Yuwei Zhou, Ying Zhou, Weiyun Xu, Jie-Zhi Cheng
Automated segmentation and diagnosis of pneumothorax on chest X-rays with fully convolutional multi-scale ScSE-DenseNet: a retrospective study. BMC Medical Informatics Decis. Mak. (14) (2020)
Baiying Lei, Shan Huang, Hang Li, Ran Li, Cheng Bian, Yi-Hong Chou, Jie Du, Peng Zhou, Xuehao Gong, Jie-Zhi Cheng
Self-co-attention neural network for anatomy segmentation in whole breast ultrasound. Medical Image Anal. 64 (2020)
Qingfeng Wang, Jun Huang, Zhiqin Liu, Jie-Zhi Cheng, Ying Zhou, Qiyu Liu, Yaobin Wang, Xuehai Zhou, Chao Wang
Higher-order Transfer Learning for Pulmonary Nodule Attribute Prediction in Chest CT Images. BIBM (2019)
Qingfeng Wang, Xuehai Zhou, Chao Wang, Zhiqin Liu, Jun Huang, Ying Zhou, Changlong Li, Hang Zhuang, Jie-Zhi Cheng
WGAN-Based Synthetic Minority Over-Sampling Technique: Improving Semantic Fine-Grained Classification for Lung Nodules in CT Images. IEEE Access 7 (2019)
Xi Ouyang, Zhong Xue, Yiqiang Zhan, Xiang Sean Zhou, Qingfeng Wang, Ying Zhou, Qian Wang, Jie-Zhi Cheng
Weakly Supervised Segmentation Framework with Uncertainty: A Study on Pneumothorax Segmentation in Chest X-ray. MICCAI (6) (2019)
Hang Li, Jie-Zhi Cheng, Yi-Hong Chou, Jing Qin, Shan Huang, Baiying Lei
AttentionNet: Learning Where to Focus via Attention Mechanism for Anatomical Segmentation of Whole Breast Ultrasound Images. ISBI (2019)
Youyi Song, Ee-Leng Tan, Xudong Jiang, Jie-Zhi Cheng, Baiying Lei, Tianfu Wang
Corrections to "Accurate Cervical Cell Segmentation From Overlapping Clumps in Pap Smear Images". IEEE Trans. Medical Imaging 38 (6) (2019)
Guoting Luo, Zhiqin Liu, Qingfeng Wang, Qiyu Liu, Ying Zhou, Weiyun Xu, Jun Huang, Jie Fu, Jie-Zhi Cheng
Fully Convolutional Multi-Scale ScSE-DenseNet for Automatic Pneumothorax Segmentation in Chest Radiographs. BIBM (2019)
Jingjing Gao, Xin Dai, Chongjin Zhu, Jie-Zhi Cheng, Xiaoguang Tu, Daiqiang Chen, Bin Sun, Yachun Gao, Mei Xie
Supervoxel Segmentation and Bias Correction of MR Image with Intensity Inhomogeneity. Neural Process. Lett. 48 (1) (2018)
Qingfeng Wang, Jie-Zhi Cheng, Ying Zhou, Hang Zhuang, Changlong Li, Bo Chen, Zhiqin Liu, Jun Huang, Chao Wang, Xuehai Zhou
Low-Shot Multi-label Incremental Learning for Thoracic Diseases Diagnosis. ICONIP (7) (2018)
Hang Li, Xinzi He, Zhen Yu, Feng Zhou, Jie-Zhi Cheng, Limin Huang, Tianfu Wang, Baiying Lei
Skin Lesion Segmentation via Dense Connected Deconvolutional Network. ICPR (2018)
Baiying Lei, Shan Huang, Ran Li, Cheng Bian, Hang Li, Yi-Hong Chou, Jie-Zhi Cheng
Segmentation of breast anatomy for automated whole breast ultrasound images with boundary regularized convolutional encoder-decoder network. Neurocomputing 321 (2018)
Jing Li, Yi Wang, Baiying Lei, Jie-Zhi Cheng, Jing Qin, Tianfu Wang, Shengli Li, Dong Ni
Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting. IEEE J. Biomed. Health Informatics 22 (1) (2018)
Yongqin Zhang, Jie-Zhi Cheng, Lei Xiang, Pew-Thian Yap, Dinggang Shen
Dual-Domain Cascaded Regression for Synthesizing 7T from 3T MRI. MICCAI (1) (2018)
Qingfeng Wang, Jie-Zhi Cheng, Zhiqin Liu, Jun Huang, Qiyu Liu, Ying Zhou, Weiyun Xu, Chao Wang, Xuehai Zhou
Multi-order Transfer Learning for Pathologic Diagnosis of Pulmonary Nodule Malignancy. BIBM (2018)
Lingyun Wu, Jie-Zhi Cheng, Shengli Li, Bai Ying Lei, Tianfu Wang, Dong Ni
FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks. IEEE Trans. Cybern. 47 (5) (2017)
Cheng Bian, Ran Lee, Yi-Hong Chou, Jie-Zhi Cheng
Boundary Regularized Convolutional Neural Network for Layer Parsing of Breast Anatomy in Automated Whole Breast Ultrasound. MICCAI (3) (2017)
Lequan Yu, Jie-Zhi Cheng, Qi Dou, Xin Yang, Hao Chen, Jing Qin, Pheng-Ann Heng
Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets. MICCAI (2) (2017)
Dong Ni, Xing Ji, Min Wu, Wenlei Wang, Xiaoshuang Deng, Zhongyi Hu, Tianfu Wang, Dinggang Shen, Jie-Zhi Cheng, Huifang Wang
Automatic cystocele severity grading in transperineal ultrasound by random forest regression. Pattern Recognit. 63 (2017)
Sihong Chen, Jing Qin, Xing Ji, Bai Ying Lei, Tianfu Wang, Dong Ni, Jie-Zhi Cheng
Automatic Scoring of Multiple Semantic Attributes With Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images. IEEE Trans. Medical Imaging 36 (3) (2017)
Lequan Yu, Jie-Zhi Cheng, Qi Dou, Xin Yang, Hao Chen, Jing Qin, Pheng-Ann Heng
Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets. CoRR (2017)
Youyi Song, Ee-Leng Tan, Xudong Jiang, Jie-Zhi Cheng, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang
Accurate Cervical Cell Segmentation from Overlapping Clumps in Pap Smear Images. IEEE Trans. Medical Imaging 36 (1) (2017)
Hao Chen, Lingyun Wu, Qi Dou, Jing Qin, Shengli Li, Jie-Zhi Cheng, Dong Ni, Pheng-Ann Heng
Ultrasound Standard Plane Detection Using a Composite Neural Network Framework. IEEE Trans. Cybern. 47 (6) (2017)
Yi Wang, Jie-Zhi Cheng, Dong Ni, Muqing Lin, Jing Qin, Xiongbiao Luo, Ming Xu, Xiaoyan Xie, Pheng-Ann Heng
Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration. IEEE Trans. Medical Imaging 35 (2) (2016)
Dong Ni, Xing Ji, Yaozong Gao, Jie-Zhi Cheng, Huifang Wang, Jing Qin, Bai Ying Lei, Tianfu Wang, Guorong Wu, Dinggang Shen
Automatic Cystocele Severity Grading in Ultrasound by Spatio-Temporal Regression. MICCAI (2) (2016)
Youyi Song, Jie-Zhi Cheng, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang
Segmenting overlapping cervical cell in Pap smear images. ISBI (2016)
Hao Chen, Xiaojuan Qi, Jie-Zhi Cheng, Pheng-Ann Heng
Deep Contextual Networks for Neuronal Structure Segmentation. AAAI (2016)
Xiaoguang Tu, Jingjing Gao, Chongjin Zhu, Jie-Zhi Cheng, Zheng Ma, Xin Dai, Mei Xie
MR image segmentation and bias field estimation based on coherent local intensity clustering with total variation regularization. Medical Biol. Eng. Comput. 54 (12) (2016)
Sihong Chen, Dong Ni, Jing Qin, Bai Ying Lei, Tianfu Wang, Jie-Zhi Cheng
Bridging Computational Features Toward Multiple Semantic Features with Multi-task Regression: A Study of CT Pulmonary Nodules. MICCAI (2) (2016)
Hao Chen, Qi Dou, Dong Ni, Jie-Zhi Cheng, Jing Qin, Shengli Li, Pheng-Ann Heng
Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks. MICCAI (1) (2015)
Jie-Zhi Cheng, Chung-Ming Chen, Yi-Hong Chou, Wen-Huang Cheng
Boundary Delineation of Breast Lesions in Series of 2D Sonography by Modeling the Spatial-Temporal Prior and Cell-Based MAP Approach. ICIG (2013)
Hsien-Wen Chiang, Hsien-Jen Chiang, Shih-Yu Chao, Tzu-Chao Chuang, Jie-Zhi Cheng
Compare the Application of Two Different b-Value in Diffusion Weighted Imaged to Signal Differences on 3T MRI. ICIG (2013)
Jie-Zhi Cheng, Chung-Ming Chen, Elodia B. Cole, Etta D. Pisano, Dinggang Shen
Automated Delineation of Calcified Vessels in Mammography by Tracking With Uncertainty and Graphical Linking Techniques. IEEE Trans. Medical Imaging 31 (11) (2012)
Kuan-Chieh Huang, Yen-Yu Lin, Jie-Zhi Cheng
Cluster-dependent feature selection by multiple kernel self-organizing map. ICPR (2012)
Jie-Zhi Cheng, Feng-Ju Chang, Kuang-Jui Hsu, Yen-Yu Lin
Knowledge Leverage from Contours to Bounding Boxes: A Concise Approach to Annotation. ACCV (1) (2012)
Jie-Zhi Cheng, Chung-Ming Chen, Dinggang Shen
Identification of breast vascular calcium deposition in digital mammography by linear structure analysis. ISBI (2012)
Yaping Wang, Paul Chastain, Pew-Thian Yap, Jie-Zhi Cheng, David Kaufman, Lei Guo, Dinggang Shen
Automated DNA fiber tracking and measurement. ISBI (2011)
Chi-Hsuan Tsou, Jyh-Horng Chen, Jie-Zhi Cheng, Chung-Ming Chen
Spectral Aggregation Based on Iterative Graph Cut for Sonographic Breast Image Segmentation. MIAR (2010)
Hsin-Hung Chiang, Jie-Zhi Cheng, Pei-Kai Hung, Chun-You Liu, Cheng-Hong Chung, Chung-Ming Chen
Cell-based graph cut for segmentation of 2D/3D sonographic breast images. ISBI (2010)
Jie-Zhi Cheng, Elodia B. Cole, Etta D. Pisano, Dinggang Shen
Detection of Arterial Calcification in Mammograms by Random Walks. IPMI (2009)
Feng Shi, Pew-Thian Yap, Yong Fan, Jie-Zhi Cheng, Lawrence L. Wald, Guido Gerig, Weili Lin, Dinggang Shen
Cortical enhanced tissue segmentation of neonatal brain MR images acquired by a dedicated phased array coil. CVPR Workshops (2009)
Jie-Zhi Cheng, Kuei-Wu Chen, Yi-Hong Chou, Chung-Ming Chen
Cell-based image partition and edge grouping: a nearly automatic ultrasound image segmentation algorithm for breast cancer computer aided diagnosis. Medical Imaging: Computer-Aided Diagnosis (2008)