Jie-Zhi Cheng - RankMe

59 papers A* 1B 2Misc 2Journal 28Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-period prediction of residual lung lesions in COVID-19 survivors with multi-head temporal constrained network. Inf. Fusion Xiaoyu Han, Linxia Wu, Xiangkai Wei, Feihong Wu, Siru Kang, Wei Xu, Shouzhang Hu, Ronghua Tian, Huangxuan Zhao, Guangyao Wu, Lei Chen, Jia Huang, Wenlong Wu, Yaowei Bai, Bo Sun, Tao Sun, Yuxi Gui, Tong Nie, Lijie Zhang, Yuting Zheng, Leqing Chen, Hanting Li, Qinyue Luo, Yanqing Fan, Lian Yang, Dinggang Shen, Heshui Shi, Wei Tan, Fan Yang, Jie-Zhi Cheng, Chuansheng Zheng
2025	J	`jnl`	Domain generalization for mammographic image analysis with contrastive learning. Comput. Biol. Medicine Zheren Li, Zhiming Cui, Lichi Zhang, Sheng Wang, Chenjin Lei, Xi Ouyang, Dongdong Chen, Xiangyu Zhao, Chunling Liu, Zaiyi Liu, Yajia Gu, Dinggang Shen, Jie-Zhi Cheng
2025	J	`jnl`	Randomized comparison of AI enhanced 3D printing and traditional simulations in hepatobiliary surgery. npj Digit. Medicine Linqian Li, Shujie Cheng, Jinghua Li, Jihong Yang, Hongguang Wang, Bin Dong, Xiaoping Yin, Hongyun Shi, Shuo Gao, Feng Gu, Zhe Han, Zhi Chen, Jisen Zhao, Quan Zhang, Jie-Zhi Cheng, Yuan Wang, Fengwei Tan, Ke Zhang
2023	J	`jnl`	Domain Generalization for Mammographic Image Analysis via Contrastive Learning. CoRR 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
2023	J	`jnl`	Image synthesis with disentangled attributes for chest X-ray nodule augmentation and detection. Medical Image Anal. Zhenrong Shen, Xi Ouyang, Bin Xiao, Jie-Zhi Cheng, Dinggang Shen, Qian Wang
2023	J	`jnl`	Segment aorta and localize landmarks simultaneously on noncontrast CT using a multitask learning framework for patients without severe vascular disease. Comput. Biol. Medicine Jinrong Yang, Xiang Li, Jie-Zhi Cheng, Zhong Xue, Feng Shi, Yuqing Ji, Xuechun Wang, Fan Yang
2022	J	`jnl`	Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection. CoRR Zhenrong Shen, Xi Ouyang, Bin Xiao, Jie-Zhi Cheng, Qian Wang, Dinggang Shen
2021	—	`conf`	Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning. MICCAI (7) Zheren Li, Zhiming Cui, Sheng Wang, Yuji Qi, Xi Ouyang, Qitian Chen, Yuezhi Yang, Zhong Xue, Dinggang Shen, Jie-Zhi Cheng
2021	J	`jnl`	Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning. CoRR Zheren Li, Zhiming Cui, Sheng Wang, Yuji Qi, Xi Ouyang, Qitian Chen, Yuezhi Yang, Zhong Xue, Dinggang Shen, Jie-Zhi Cheng
2021	J	`jnl`	Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis. IEEE Trans. Medical Imaging Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng
2021	J	`jnl`	Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis. CoRR Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng
2021	—	`conf`	Nodule Synthesis and Selection for Augmenting Chest X-ray Nodule Detection. PRCV (3) Zhenrong Shen, Xi Ouyang, Zhuochen Wang, Yiqiang Zhan, Zhong Xue, Qian Wang, Jie-Zhi Cheng, Dinggang Shen
2021	—	`conf`	Self-adversarial Learning for Detection of Clustered Microcalcifications in Mammograms. MICCAI (7) Xi Ouyang, Jifei Che, Qitian Chen, Zheren Li, Yiqiang Zhan, Zhong Xue, Qian Wang, Jie-Zhi Cheng, Dinggang Shen
2020	J	`jnl`	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. Qingfeng Wang, Qiyu Liu, Guoting Luo, Zhiqin Liu, Jun Huang, Yuwei Zhou, Ying Zhou, Weiyun Xu, Jie-Zhi Cheng
2020	—	`conf`	Hierarchical Attention-Based Multiple Instance Learning Network for Patient-Level Lung Cancer Diagnosis. BIBM Qingfeng Wang, Ying Zhou, Jun Huang, Zhiqin Liu, Ling Li, Weiyun Xu, Jie-Zhi Cheng
2020	J	`jnl`	Mammographic mass segmentation using multichannel and multiscale fully convolutional networks. Int. J. Imaging Syst. Technol. Shengzhou Xu, Ehsan Adeli, Jie-Zhi Cheng, Lei Xiang, Yang Li, Seong-Whan Lee, Dinggang Shen
2020	J	`jnl`	Self-co-attention neural network for anatomy segmentation in whole breast ultrasound. Medical Image Anal. Baiying Lei, Shan Huang, Hang Li, Ran Li, Cheng Bian, Yi-Hong Chou, Jie Du, Peng Zhou, Xuehao Gong, Jie-Zhi Cheng
2020	—	`conf`	mr PRIME@MICCAI Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Zhong Xue, Dinggang Shen, Qian Wang, Jie-Zhi Cheng
2020	J	`jnl`	mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography. CoRR Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Xuhua Ren, Zhong Xue, Qian Wang, Jie-Zhi Cheng
2019	—	`conf`	AttentionNet: Learning Where to Focus via Attention Mechanism for Anatomical Segmentation of Whole Breast Ultrasound Images. ISBI Hang Li, Jie-Zhi Cheng, Yi-Hong Chou, Jing Qin, Shan Huang, Baiying Lei
2019	J	`jnl`	Corrections to "Accurate Cervical Cell Segmentation From Overlapping Clumps in Pap Smear Images". IEEE Trans. Medical Imaging Youyi Song, Ee-Leng Tan, Xudong Jiang, Jie-Zhi Cheng, Baiying Lei, Tianfu Wang
2019	—	`conf`	Fully Convolutional Multi-Scale ScSE-DenseNet for Automatic Pneumothorax Segmentation in Chest Radiographs. BIBM Guoting Luo, Zhiqin Liu, Qingfeng Wang, Qiyu Liu, Ying Zhou, Weiyun Xu, Jun Huang, Jie Fu, Jie-Zhi Cheng
2019	—	`conf`	Higher-order Transfer Learning for Pulmonary Nodule Attribute Prediction in Chest CT Images. BIBM Qingfeng Wang, Jun Huang, Zhiqin Liu, Jie-Zhi Cheng, Ying Zhou, Qiyu Liu, Yaobin Wang, Xuehai Zhou, Chao Wang
2019	J	`jnl`	WGAN-Based Synthetic Minority Over-Sampling Technique: Improving Semantic Fine-Grained Classification for Lung Nodules in CT Images. IEEE Access Qingfeng Wang, Xuehai Zhou, Chao Wang, Zhiqin Liu, Jun Huang, Ying Zhou, Changlong Li, Hang Zhuang, Jie-Zhi Cheng
2019	—	`conf`	Weakly Supervised Segmentation Framework with Uncertainty: A Study on Pneumothorax Segmentation in Chest X-ray. MICCAI (6) Xi Ouyang, Zhong Xue, Yiqiang Zhan, Xiang Sean Zhou, Qingfeng Wang, Ying Zhou, Qian Wang, Jie-Zhi Cheng
2018	J	`jnl`	Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting. IEEE J. Biomed. Health Informatics Jing Li, Yi Wang, Baiying Lei, Jie-Zhi Cheng, Jing Qin, Tianfu Wang, Shengli Li, Dong Ni
2018	—	`conf`	Dual-Domain Cascaded Regression for Synthesizing 7T from 3T MRI. MICCAI (1) Yongqin Zhang, Jie-Zhi Cheng, Lei Xiang, Pew-Thian Yap, Dinggang Shen
2018	—	`conf`	Low-Shot Multi-label Incremental Learning for Thoracic Diseases Diagnosis. ICONIP (7) Qingfeng Wang, Jie-Zhi Cheng, Ying Zhou, Hang Zhuang, Changlong Li, Bo Chen, Zhiqin Liu, Jun Huang, Chao Wang, Xuehai Zhou
2018	—	`conf`	Multi-order Transfer Learning for Pathologic Diagnosis of Pulmonary Nodule Malignancy. BIBM Qingfeng Wang, Jie-Zhi Cheng, Zhiqin Liu, Jun Huang, Qiyu Liu, Ying Zhou, Weiyun Xu, Chao Wang, Xuehai Zhou
2018	J	`jnl`	Segmentation of breast anatomy for automated whole breast ultrasound images with boundary regularized convolutional encoder-decoder network. Neurocomputing Baiying Lei, Shan Huang, Ran Li, Cheng Bian, Hang Li, Yi-Hong Chou, Jie-Zhi Cheng
2018	B	`conf`	Skin Lesion Segmentation via Dense Connected Deconvolutional Network. ICPR Hang Li, Xinzi He, Zhen Yu, Feng Zhou, Jie-Zhi Cheng, Limin Huang, Tianfu Wang, Baiying Lei
2018	J	`jnl`	Supervoxel Segmentation and Bias Correction of MR Image with Intensity Inhomogeneity. Neural Process. Lett. Jingjing Gao, Xin Dai, Chongjin Zhu, Jie-Zhi Cheng, Xiaoguang Tu, Daiqiang Chen, Bin Sun, Yachun Gao, Mei Xie
2017	J	`jnl`	Accurate Cervical Cell Segmentation from Overlapping Clumps in Pap Smear Images. IEEE Trans. Medical Imaging Youyi Song, Ee-Leng Tan, Xudong Jiang, Jie-Zhi Cheng, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang
2017	—	`conf`	Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets. MICCAI (2) Lequan Yu, Jie-Zhi Cheng, Qi Dou, Xin Yang, Hao Chen, Jing Qin, Pheng-Ann Heng
2017	J	`jnl`	Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets. CoRR Lequan Yu, Jie-Zhi Cheng, Qi Dou, Xin Yang, Hao Chen, Jing Qin, Pheng-Ann Heng
2017	J	`jnl`	Automatic Scoring of Multiple Semantic Attributes With Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images. IEEE Trans. Medical Imaging Sihong Chen, Jing Qin, Xing Ji, Bai Ying Lei, Tianfu Wang, Dong Ni, Jie-Zhi Cheng
2017	J	`jnl`	Automatic cystocele severity grading in transperineal ultrasound by random forest regression. Pattern Recognit. Dong Ni, Xing Ji, Min Wu, Wenlei Wang, Xiaoshuang Deng, Zhongyi Hu, Tianfu Wang, Dinggang Shen, Jie-Zhi Cheng, Huifang Wang
2017	—	`conf`	Boundary Regularized Convolutional Neural Network for Layer Parsing of Breast Anatomy in Automated Whole Breast Ultrasound. MICCAI (3) Cheng Bian, Ran Lee, Yi-Hong Chou, Jie-Zhi Cheng
2017	J	`jnl`	FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks. IEEE Trans. Cybern. Lingyun Wu, Jie-Zhi Cheng, Shengli Li, Bai Ying Lei, Tianfu Wang, Dong Ni
2017	J	`jnl`	Ultrasound Standard Plane Detection Using a Composite Neural Network Framework. IEEE Trans. Cybern. Hao Chen, Lingyun Wu, Qi Dou, Jing Qin, Shengli Li, Jie-Zhi Cheng, Dong Ni, Pheng-Ann Heng
2016	—	`conf`	Automatic Cystocele Severity Grading in Ultrasound by Spatio-Temporal Regression. MICCAI (2) Dong Ni, Xing Ji, Yaozong Gao, Jie-Zhi Cheng, Huifang Wang, Jing Qin, Bai Ying Lei, Tianfu Wang, Guorong Wu, Dinggang Shen
2016	—	`conf`	Bridging Computational Features Toward Multiple Semantic Features with Multi-task Regression: A Study of CT Pulmonary Nodules. MICCAI (2) Sihong Chen, Dong Ni, Jing Qin, Bai Ying Lei, Tianfu Wang, Jie-Zhi Cheng
2016	A*	`conf`	Deep Contextual Networks for Neuronal Structure Segmentation. AAAI Hao Chen, Xiaojuan Qi, Jie-Zhi Cheng, Pheng-Ann Heng
2016	J	`jnl`	MR image segmentation and bias field estimation based on coherent local intensity clustering with total variation regularization. Medical Biol. Eng. Comput. Xiaoguang Tu, Jingjing Gao, Chongjin Zhu, Jie-Zhi Cheng, Zheng Ma, Xin Dai, Mei Xie
2016	—	`conf`	Segmenting overlapping cervical cell in Pap smear images. ISBI Youyi Song, Jie-Zhi Cheng, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang
2016	J	`jnl`	Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration. IEEE Trans. Medical Imaging Yi Wang, Jie-Zhi Cheng, Dong Ni, Muqing Lin, Jing Qin, Xiongbiao Luo, Ming Xu, Xiaoyan Xie, Pheng-Ann Heng
2015	—	`conf`	Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks. MICCAI (1) Hao Chen, Qi Dou, Dong Ni, Jie-Zhi Cheng, Jing Qin, Shengli Li, Pheng-Ann Heng
2013	Misc	`conf`	Boundary Delineation of Breast Lesions in Series of 2D Sonography by Modeling the Spatial-Temporal Prior and Cell-Based MAP Approach. ICIG Jie-Zhi Cheng, Chung-Ming Chen, Yi-Hong Chou, Wen-Huang Cheng
2013	Misc	`conf`	Compare the Application of Two Different b-Value in Diffusion Weighted Imaged to Signal Differences on 3T MRI. ICIG Hsien-Wen Chiang, Hsien-Jen Chiang, Shih-Yu Chao, Tzu-Chao Chuang, Jie-Zhi Cheng
2012	J	`jnl`	Automated Delineation of Calcified Vessels in Mammography by Tracking With Uncertainty and Graphical Linking Techniques. IEEE Trans. Medical Imaging Jie-Zhi Cheng, Chung-Ming Chen, Elodia B. Cole, Etta D. Pisano, Dinggang Shen
2012	B	`conf`	Cluster-dependent feature selection by multiple kernel self-organizing map. ICPR Kuan-Chieh Huang, Yen-Yu Lin, Jie-Zhi Cheng
2012	—	`conf`	Identification of breast vascular calcium deposition in digital mammography by linear structure analysis. ISBI Jie-Zhi Cheng, Chung-Ming Chen, Dinggang Shen
2012	—	`conf`	Knowledge Leverage from Contours to Bounding Boxes: A Concise Approach to Annotation. ACCV (1) Jie-Zhi Cheng, Feng-Ju Chang, Kuang-Jui Hsu, Yen-Yu Lin
2011	—	`conf`	Automated DNA fiber tracking and measurement. ISBI Yaping Wang, Paul Chastain, Pew-Thian Yap, Jie-Zhi Cheng, David Kaufman, Lei Guo, Dinggang Shen
2010	—	`conf`	Cell-based graph cut for segmentation of 2D/3D sonographic breast images. ISBI Hsin-Hung Chiang, Jie-Zhi Cheng, Pei-Kai Hung, Chun-You Liu, Cheng-Hong Chung, Chung-Ming Chen
2010	—	`conf`	Spectral Aggregation Based on Iterative Graph Cut for Sonographic Breast Image Segmentation. MIAR Chi-Hsuan Tsou, Jyh-Horng Chen, Jie-Zhi Cheng, Chung-Ming Chen
2009	—	`conf`	Cortical enhanced tissue segmentation of neonatal brain MR images acquired by a dedicated phased array coil. CVPR Workshops Feng Shi, Pew-Thian Yap, Yong Fan, Jie-Zhi Cheng, Lawrence L. Wald, Guido Gerig, Weili Lin, Dinggang Shen
2009	—	`conf`	Detection of Arterial Calcification in Mammograms by Random Walks. IPMI Jie-Zhi Cheng, Elodia B. Cole, Etta D. Pisano, Dinggang Shen
2008	—	`conf`	Cell-based image partition and edge grouping: a nearly automatic ultrasound image segmentation algorithm for breast cancer computer aided diagnosis. Computer-Aided Diagnosis Jie-Zhi Cheng, Kuei-Wu Chen, Yi-Hong Chou, Chung-Ming Chen