Jing Cai - RankMe

65 papers B 3Journal 47Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Any-to-All MRI Synthesis: A Unified Foundation Model for Nasopharyngeal Carcinoma and Its Downstream Applications. CoRR Yao Pu, Yiming Shi, Zhenxi Zhang, Peixin Yu, Yitao Zhuang, Xiang Wang, Hongzhao Chen, Jing Cai, Ge Ren
2026	J	`jnl`	Designing a hybrid optimization methodology for delineating boundary of ultrasound prostate cancer with an explainable mathematical model. Neurocomputing Tao Peng, Dehui Xiang, Zhongyi Zhang, Binbin Jiang, Baoqing Nie, Fei Shi, Derun Li, Caishan Wang, Weifang Zhu, Jing Cai, Enting Gao, Xinjian Chen
2026	J	`jnl`	Fully & partially-transmitted-rule fusion: A novel hierarchical fuzzy classification with application to nasopharyngeal cancer's metastasis prediction. Fuzzy Sets Syst. Ta Zhou, Yuanqing Yang, Wei Yan, Weiqin Liu, Xibei Yang, Weiping Ding, Jing Cai, Shitong Wang
2026	J	`jnl`	Multiscale Switch for Semi-Supervised and Contrastive Learning in Medical Ultrasound Image Segmentation. CoRR Jingguo Qu, Xinyang Han, Yao Pu, Man-Lik Chui, Simon Takadiyi Gunda, Ziman Chen, Jing Qin, Ann Dorothy King, Winnie Chiu Wing Chu, Jing Cai, Michael T. C. Ying
2026	J	`jnl`	PGVMS: A Prompt-Guided Unified Framework for Virtual Multiplex IHC Staining with Pathological Semantic Learning. CoRR Fuqiang Chen, Ranran Zhang, Wanming Hu, Deboch Eyob Abera, Yue Peng, Boyun Zheng, Yiwen Sun, Jing Cai, Wenjian Qin
2026	J	`jnl`	UTADC-Net: Unsupervised Topological-Aware Diffusion Condensation Network for Medical Image Segmentation. IEEE J. Biomed. Health Informatics Yue Peng, Ruodai Wu, Bing Xiong, Fuqiang Chen, Jun Ma, Yaoqin Xie, Jing Cai, Wenjian Qin
2026	J	`jnl`	ZA-Net: A universal zero-annotation nuclei segmentation network for pathology images via vision-language pre-trained model. Pattern Recognit. Lett. Yiwen Sun, Ranran Zhang, Fuqiang Chen, Kun Ru, Miaoxia He, Qizhai Li, Yao Pu, Jing Cai, Wenjian Qin
2025	J	`jnl`	A Lightweight TSK Fuzzy Classifier With Quantitative Equivalent Fuzzy Rules via Adaptive Weighting. IEEE Trans. Fuzzy Syst. Jin Cao, Ta Zhou, Saikit Lam, Yuanpeng Zhang, Jiang Zhang, Xinyu Fan, Defeng Sun, Jing Cai
2025	J	`jnl`	Adapting Vision-Language Foundation Model for Next Generation Medical Ultrasound Image Analysis. CoRR Jingguo Qu, Xinyang Han, Tonghuan Xiao, Jia Ai, Juan Wu, Tong Zhao, Jing Qin, Ann Dorothy King, Winnie Chiu Wing Chu, Jing Cai, Michael T. C. Ying
2025	J	`jnl`	Artificial intelligence in four-dimensional imaging for motion management in radiation therapy. Artif. Intell. Rev. Yinghui Wang, Haonan Xiao, Jing Wang, Lu Wang, Wen Li, Zhuoran Jiang, Ge Ren, Shaohua Zhi, Josh Qian, Jianrong Dai, Kuo Men, Lei Ren, Xiaofeng Yang, Tian Li, Jing Cai
2025	—	`conf`	Boosting Generalizability in NPC ART Prediction via Multi-omics Feature Mapping. MICCAI (15) Jiabao Sheng, Zhe Li, Jiang Zhang, Saikit Lam, Zhi Chen, Lei Xing, Jing Cai
2025	J	`jnl`	Bridging MRI Cross-Modality Synthesis and Multi-Contrast Super-Resolution by Fine-Grained Difference Learning. IEEE Trans. Medical Imaging Yidan Feng, Sen Deng, Jun Lyu, Jing Cai, Mingqiang Wei, Jing Qin
2025	J	`jnl`	Feature-targeted deep learning framework for pulmonary tumorous Cone-beam CT (CBCT) enhancement with multi-task customized perceptual loss and feature-guided CycleGAN. Comput. Medical Imaging Graph. Jiarui Zhu, Hongfei Sun, Weixing Chen, Shaohua Zhi, Chenyang Liu, Mayang Zhao, Yuanpeng Zhang, Ta Zhou, Yu Lap Lam, Tao Peng, Jing Qin, Lina Zhao, Jing Cai, Ge Ren
2025	J	`jnl`	Improved two-view interactional fuzzy learning based on mutual-rectification and knowledge-mergence. Neural Networks Ta Zhou, Wei Yan, Zhengxin Xia, Shuihua Wang, Ge Ren, Bing Li, Weiping Ding, Jing Cai
2025	J	`jnl`	Interstitial-guided automatic clinical tumor volume segmentation network for cervical cancer brachytherapy. Comput. Medical Imaging Graph. Shudong Tan, Jiahui He, Ming Cui, Yuhua Gao, Deyu Sun, Yaoqin Xie, Jing Cai, Nazar Zaki, Wenjian Qin
2025	J	`jnl`	Multi-Omics Fusion with Soft Labeling for Enhanced Prediction of Distant Metastasis in Nasopharyngeal Carcinoma Patients after Radiotherapy. CoRR Jiabao Sheng, Saikit Lam, Jiang Zhang, Yuanpeng Zhang, Jing Cai
2025	—	`conf`	Revealing New Possibilities for Breast MRI Enhancement: Mamba-Driven Cross-Attention GAN with VMKANet. CMMCA@MICCAI Yao Pu, Yifan Zhu, Jingguo Qu, Xiang Wang, Wen Li, Mayang Zhao, Peixin Yu, Zihan Li, Xinzhi Teng, Xinyu Zhang, Jiang Zhang, Tao Peng, Jing Cai, Ge Ren
2025	J	`jnl`	SynMSE: A multimodal similarity evaluator for complex distribution discrepancy in unsupervised deformable multimodal medical image registration. Medical Image Anal. Jingke Zhu, Boyun Zheng, Bing Xiong, Yuxin Zhang, Ming Cui, Deyu Sun, Jing Cai, Yaoqin Xie, Wenjian Qin
2025	J	`jnl`	The Application of Deep Learning for Lymph Node Segmentation: A Systematic Review. IEEE Access Jingguo Qu, Xinyang Han, Man-Lik Chui, Yao Pu, Simon Takadiyi Gunda, Ziman Chen, Jing Qin, Ann Dorothy King, Winnie Chiu Wing Chu, Jing Cai, Michael T. C. Ying
2025	J	`jnl`	The Application of Deep Learning for Lymph Node Segmentation: A Systematic Review. CoRR Jingguo Qu, Xinyang Han, Man-Lik Chui, Yao Pu, Simon Takadiyi Gunda, Ziman Chen, Jing Qin, Ann Dorothy King, Winnie Chiu Wing Chu, Jing Cai, Michael T. C. Ying
2025	J	`jnl`	USIGAN: Unbalanced Self-Information Feature Transport for Weakly Paired Image IHC Virtual Staining. CoRR Yue Peng, Bing Xiong, Fuqiang Chen, De Eybo, Ranran Zhang, Wanming Hu, Jing Cai, Wenjian Qin
2024	J	`jnl`	A multi-center study of ultrasound images using a fully automated segmentation architecture. Pattern Recognit. Tao Peng, Caishan Wang, Caiyin Tang, Yidong Gu, Jing Zhao, Quan Li, Jing Cai
2024	J	`jnl`	AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review. CoRR Rui Jin, Derun Li, Dehui Xiang, Lei Zhang, Hailing Zhou, Fei Shi, Weifang Zhu, Jing Cai, Tao Peng, Xinjian Chen
2024	—	`conf`	Assessment of Radiomics Feature Repeatability and Reproducibility and Their Generalizability Across Image Modalities by Perturbation in Nasopharyngeal Carcinoma Patients. CMMCA@MICCAI Zongrui Ma, Jiang Zhang, Xinzhi Teng, Saikit Lam, Yuanpeng Zhang, Yu-Hua Huang, Tian Li, Francis Kar-ho Lee, Jing Cai
2024	J	`jnl`	Coarse-Super-Resolution-Fine Network (CoSF-Net): A Unified End-to-End Neural Network for 4D-MRI With Simultaneous Motion Estimation and Super-Resolution. IEEE Trans. Medical Imaging Shaohua Zhi, Yinghui Wang, Haonan Xiao, Ti Bai, Bing Li, Yunsong Tang, Chenyang Liu, Wen Li, Tian Li, Hong Ge, Jing Cai
2024	J	`jnl`	Coarse-to-Fine Approach: Automatic Delineation of Kidney Ultrasound Data. Big Data Min. Anal. Tao Peng, Yiwen Ruan, Yidong Gu, Jiang Huang, Caiyin Tang, Jing Cai
2024	J	`jnl`	Deep Reconciled and Self-Paced TSK Fuzzy System Ensemble for Imbalanced Data Classification: Architecture, Interpretability, and Theory. IEEE Trans. Fuzzy Syst. Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Ge Ren, Saikit Lam, Weiping Ding, Jing Cai
2024	J	`jnl`	Dual domain distribution disruption with semantics preservation: Unsupervised domain adaptation for medical image segmentation. Medical Image Anal. Boyun Zheng, Ranran Zhang, Songhui Diao, Jingke Zhu, Yixuan Yuan, Jing Cai, Liang Shao, Shuo Li, Wenjian Qin
2024	J	`jnl`	Fuzzy inference system with interpretable fuzzy rules: Advancing explainable artificial intelligence for disease diagnosis - A comprehensive review. Inf. Sci. Jin Cao, Ta Zhou, Shaohua Zhi, Saikit Lam, Ge Ren, Yuanpeng Zhang, Yongqiang Wang, Yanjing Dong, Jing Cai
2024	J	`jnl`	Model Generalizability Investigation for GFCE-MRI Synthesis in NPC Radiotherapy Using Multi-Institutional Patient-Based Data Normalization. IEEE J. Biomed. Health Informatics Wen Li, Saikit Lam, Yinghui Wang, Chenyang Liu, Tian Li, Jens Kleesiek, Andy Lai-Yin Cheung, Ying Sun, Francis Kar-ho Lee, Kwok-hung Au, Victor Ho-fun Lee, Jing Cai
2024	J	`jnl`	Multi-omics fusion with soft labeling for enhanced prediction of distant metastasis in nasopharyngeal carcinoma patients after radiotherapy. Comput. Biol. Medicine Jiabao Sheng, Saikit Lam, Jiang Zhang, Yuanpeng Zhang, Jing Cai
2024	J	`jnl`	Organ boundary delineation for automated diagnosis from multi-center using ultrasound images. Expert Syst. Appl. Tao Peng, Yiyun Wu, Jing Zhao, Caishan Wang, Qingrong Jackie Wu, Jing Cai
2024	J	`jnl`	Pseudo-medical image-guided technology based on 'CBCT-only' mode in esophageal cancer radiotherapy. Comput. Methods Programs Biomed. Hongfei Sun, Zhi Yang, Jiarui Zhu, Jie Li, Jie Gong, Liting Chen, Zhongfei Wang, Yutian Yin, Ge Ren, Jing Cai, Lina Zhao
2024	J	`jnl`	Takagi-Sugeno-Kang fuzzy system fusion: A survey at hierarchical, wide and stacked levels. Inf. Fusion Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Xiuyu Huang, Saikit Lam, Jiabao Sheng, Kup-Sze Choi, Jing Cai, Weiping Ding
2023	J	`jnl`	A Robust and Explainable Structure-Based Algorithm for Detecting the Organ Boundary From Ultrasound Multi-Datasets. J. Digit. Imaging Tao Peng, Yidong Gu, Ji Zhang, Yan Dong, Gongye Di, Wenjie Wang, Jing Zhao, Jing Cai
2023	J	`jnl`	A mathematical and neural network-based hybrid technique for detecting the prostate contour from medical image data. Biomed. Signal Process. Control. Tao Peng, Daqiang Xu, Yiyun Wu, Jing Zhao, Cong Yang, Lei Zhang, Jing Cai
2023	J	`jnl`	Automatic coarse-to-refinement-based ultrasound prostate segmentation using optimal polyline segment tracking method and deep learning. Appl. Intell. Tao Peng, Daqiang Xu, Caiyin Tang, Jing Zhao, Yuntian Shen, Cong Yang, Jing Cai
2023	—	`conf`	Clinical Evaluation of AI-Assisted Virtual Contrast Enhanced MRI in Primary Gross Tumor Volume Delineation for Radiotherapy of Nasopharyngeal Carcinoma. MICCAI (7) Wen Li, Dan Zhao, Zhi Chen, Zhou Huang, Saikit Lam, Yaoqin Xie, Wenjian Qin, Andy Lai-Yin Cheung, Haonan Xiao, Chenyang Liu, Francis Kar-ho Lee, Kwok-hung Au, Victor Ho-fun Lee, Jing Cai, Tian Li
2023	J	`jnl`	Coarse-to-fine tuning knowledgeable system for boundary delineation in medical images. Appl. Intell. Tao Peng, Yiyun Wu, Jing Zhao, Caishan Wang, Wenjie Wang, Yuntian Shen, Jing Cai
2023	B	`conf`	Contour Detection from Ultrasound Kidney Images with A Coarse-to-Fine Approach. SMC Tao Peng, Yidong Gu, Yanqing Xu, Caishan Wang, Lei Zhang, Jing Cai
2023	—	`conf`	Delineation of Prostate Boundary from Medical Images via a Mathematical Formula-Based Hybrid Algorithm. ICANN (8) Tao Peng, Daqiang Xu, Yiyun Wu, Jing Zhao, Hui Mao, Jing Cai, Lei Zhang
2023	J	`jnl`	Feature-oriented Deep Learning Framework for Pulmonary Cone-beam CT (CBCT) Enhancement with Multi-task Customized Perceptual Loss. CoRR Jiarui Zhu, Weixing Chen, Hongfei Sun, Shaohua Zhi, Jing Qin, Jing Cai, Ge Ren
2023	B	`conf`	Hybrid Intelligent-Annotation Organ Segmentation on Medical Datasets. SMC Tao Peng, Jing Zhao, Yidong Gu, Gongye Di, Lei Zhang, Jing Cai
2023	—	`conf`	Multi-Kernel Fusion with Fuzzy Label Relaxation for Predicting Distant Metastasis in Nasopharyngeal Carcinoma. DSP Jiabao Sheng, Saikit Lam, Ta Zhou, Jiang Zhang, Yuanpeng Zhang, Jing Cai
2023	B	`conf`	Multi-view Contrastive Learning with Additive Margin for Adaptive Nasopharyngeal Carcinoma Radiotherapy Prediction. ICMR Jiabao Sheng, Saikit Lam, Zhe Li, Jiang Zhang, Xinzhi Teng, Yuanpeng Zhang, Jing Cai
2023	—	`conf`	Radiomics-Dosiomics-Contouromics Collaborative Learning for Adaptive Radiotherapy Eligibility Prediction in Nasopharyngeal Carcinoma. BIBM Yuanpeng Zhang, Jiang Zhang, Saikit Lam, Xinzhi Teng, Chengyu Qiu, Jing Cai
2023	J	`jnl`	Ultrasound Prostate Segmentation Using Adaptive Selection Principal Curve and Smooth Mathematical Model. J. Digit. Imaging Tao Peng, Yiyun Wu, Jing Zhao, Caishan Wang, Jin Wang, Jing Cai
2023	—	`conf`	Virtual Contrast-Enhanced MRI Synthesis with High Model Generalizability Using Trusted Federated Learning (FL-TrustVCE): A Multi-institutional Study. CMMCA@MICCAI Wen Li, Yiming Shi, Saikit Lam, Andy Lai-Yin Cheung, Haonan Xiao, Chenyang Liu, Tian Li, Shaohua Zhi, Bernie Liu, Francis Kar-ho Lee, Kwok-hung Au, Victor Ho-fun Lee, Jing Cai
2022	J	`jnl`	Coarse-Super-Resolution-Fine Network (CoSF-Net): A Unified End-to-End Neural Network for 4D-MRI with Simultaneous Motion Estimation and Super-Resolution. CoRR Shaohua Zhi, Yinghui Wang, Haonan Xiao, Ti Bai, Hong Ge, Bing Li, Chenyang Liu, Wen Li, Tian Li, Jing Cai
2022	—	`conf`	Explainability-guided Mathematical Model-Based Segmentation of Transrectal Ultrasound Images for Prostate Brachytherapy. BIBM Tao Peng, Yiyun Wu, Jing Zhao, Bo Zhang, Jin Wang, Jing Cai
2022	J	`jnl`	Glioma segmentation of optimized 3D U-net and prediction of multi-modal survival time. Neural Comput. Appl. Qihong Liu, Kai Liu, Antonio Bolufé Röhler, Jing Cai, Ling He
2022	J	`jnl`	H-ProMed: Ultrasound image segmentation based on the evolutionary neural network and an improved principal curve. Pattern Recognit. Tao Peng, Jing Zhao, Yidong Gu, Caishan Wang, Yiyun Wu, Xiuxiu Cheng, Jing Cai
2022	J	`jnl`	H-ProSeg: Hybrid ultrasound prostate segmentation based on explainability-guided mathematical model. Comput. Methods Programs Biomed. Tao Peng, Yiyun Wu, Jing Qin, Qingrong Jackie Wu, Jing Cai
2022	J	`jnl`	H-SegMed: A Hybrid Method for Prostate Segmentation in TRUS Images via Improved Closed Principal Curve and Improved Enhanced Machine Learning. Int. J. Comput. Vis. Tao Peng, Caiyin Tang, Yiyun Wu, Jing Cai
2022	—	`conf`	Improving the Detection of The Prostrate in Ultrasound Images Using Machine Learning Based Image Processing. ISBI Tao Peng, Yiyun Wu, Jing Cai
2022	J	`jnl`	Integration of an imbalance framework with novel high-generalizable classifiers for radiomics-based distant metastases prediction of advanced nasopharyngeal carcinoma. Knowl. Based Syst. Yuanpeng Zhang, Saikit Lam, Tingting Yu, Xinzhi Teng, Jiang Zhang, Francis Kar-ho Lee, Kwok-hung Au, Celia Wai-yi Yip, Shitong Wang, Jing Cai
2022	—	`conf`	Multi-institutional Investigation of Model Generalizability for Virtual Contrast-Enhanced MRI Synthesis. MICCAI (8) Wen Li, Saikit Lam, Tian Li, Andy Lai-Yin Cheung, Haonan Xiao, Chenyang Liu, Jiang Zhang, Xinzhi Teng, Shaohua Zhi, Ge Ren, Francis Kar-ho Lee, Kwok-hung Au, Victor Ho-fun Lee, Amy Tien Yee Chang, Jing Cai
2022	J	`jnl`	Multi-view Contrastive Learning with Additive Margin for Adaptive Nasopharyngeal Carcinoma Radiotherapy Prediction. CoRR Jiabao Sheng, Yuanpeng Zhang, Jing Cai, Saikit Lam, Zhe Li, Jiang Zhang, Xinzhi Teng
2022	—	`conf`	Repeatability of Radiomic Features Against Simulated Scanning Position Stochasticity Across Imaging Modalities and Cancer Subtypes: A Retrospective Multi-institutional Study on Head-and-Neck Cases. CMMCA@MICCAI Jiang Zhang, Saikit Lam, Xinzhi Teng, Yuanpeng Zhang, Zongrui Ma, Francis Kar-ho Lee, Kwok-hung Au, Celia Wai-yi Yip, Amy Tien Yee Chang, Lawrence Wing-Chi Chan, Victor Ho-fun Lee, Qingrong Jackie Wu, Jing Cai
2021	J	`jnl`	Fuzzy Clustering Based on Automated Feature Pattern-Driven Similarity Matrix Reduction. IEEE Trans. Comput. Soc. Syst. Yuanpeng Zhang, Jing Cai
2020	J	`jnl`	Knowledge Models as Teaching Aid for Training Intensity Modulated Radiation Therapy Planning: A Lung Cancer Case Study. Frontiers Artif. Intell. Matt Mistro, Yang Sheng, Yaorong Ge, Chris R. Kelsey, Jatinder R. Palta, Jing Cai, Qiuwen Wu, Fang-Fang Yin, Qingrong Jackie Wu
2019	—	`conf`	Deriving Lung Perfusion Directly from CT Image Using Deep Convolutional Neural Network: A Preliminary Study. AIRT@MICCAI Ge Ren, Wai Yin Ho, Jing Qin, Jing Cai
2018	J	`jnl`	Application of the 4-D XCAT Phantoms in Biomedical Imaging and Beyond. IEEE Trans. Medical Imaging William Paul Segars, Benjamin M. W. Tsui, Jing Cai, Fang-Fang Yin, George S. K. Fung, Ehsan Samei
2008	—	`conf`	Point-set registration of tagged HE-3 images using a structurally-based Jensen-Shannon divergence measure within a deterministic annealing framework. ISBI Nicholas J. Tustison, Suyash P. Awate, Talissa A. Altes, James C. Gee, Jing Cai, G. Wilson Miller, Eduard E. de Lange, John P. Mugler III
2007	—	`conf`	Pulmonary Kinematics from Hyperpolarized Helium-3 Tagged Magnetic Resonance Imaging. ISBI Nicholas J. Tustison, Talissa A. Altes, James C. Gee, Jing Cai, Eduard E. de Lange, John P. Mugler III