Cheng Lu - RankMe

64 papers A 1C 1Misc 1Journal 46Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A hypergraph-based model for tumor prognosis using local and global information fusion on H&E-stained histology images. Medical Image Anal. Chao Tang, Jun Liu, Yanfen Cui, Zhenhui Li, Xiuming Zhang, Su Yao, Huan Lin, Dacheng Yang, Zhishun Liu, Wei Zhao, Shiwei Luo, Ke Zhao, Yun Zhu, Guangjun Yang, Lixu Yan, Shuting Chen, Xiangtian Zhao, Yingqiu Huo, Zhiyang Chen, Hongbo Liu, Jiahui Ma, Wenfeng He, Tao Tan, Anant Madabhushi, Jinglei Tang, Zaiyi Liu, Cheng Lu
2026	J	`jnl`	BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology. CoRR Xiaojing Guo, Jiatai Lin, Yumian Jia, Jingqi Huang, Zeyan Xu, Weidong Li, Longfei Wang, Jingjing Chen, Qin Li, Weiwei Wang, Lifang Cui, Wen Yue, Zhiqiang Cheng, Xiaolong Wei, Jianzhong Yu, Xia Jin, Baizhou Li, Honghong Shen, Jing Li, Chunlan Li, Yanfen Cui, Yi Dai, Yiling Yang, Xiaolong Qian, Liu Yang, Yang Yang, Guangshen Gao, Yaqing Li, Lili Zhai, Chenying Liu, Tianhua Zhang, Zhenwei Shi, Cheng Lu, Xingchen Zhou, Jing Xu, Miaoqing Zhao, Fang Mei, Jiaojiao Zhou, Ning Mao, Fangfang Liu, Chu Han, Zaiyi Liu
2026	J	`jnl`	DAFNet: A novel Dynamic Adaptive Fusion Network for medical image classification. Inf. Fusion Ziheng Cai, Yuli Chen, Jinjie Wang, Xin He, Zixuan Pei, Xiujuan Lei, Cheng Lu
2026	J	`jnl`	Hypergraph facilitated feature fusion of multi-prototype for BRAF mutation prediction of thyroid cancer using cytology slides. Inf. Fusion Dacheng Yang, Chao Tang, Zhishun Liu, Jianfeng Guo, Tao Tan, Yuxin Wu, Xuanjun Lu, Feng Yang, Han Luo, Zaiyi Liu, Cheng Lu
2026	J	`jnl`	MUSCLE: A New Perspective to Multi-Scale Fusion for Medical Image Classification Based on the Theory of Evidence. IEEE Trans. Medical Imaging Junlai Qiu, Junyue Cao, Yawen Huang, Ziwei Zhu, Fubo Wang, Cheng Lu, Yuexiang Li, Yefeng Zheng
2026	J	`jnl`	Online Teaching: Distilling Decomposed Multimodal Knowledge for Breast Cancer Biomarker Prediction. IEEE Trans. Medical Imaging Qibin Zhang, Xinyu Hao, Tong Wang, Yanmei Zhu, Yaqi Du, Peng Gao, Fengyu Cong, Cheng Lu, Hongming Xu
2025	J	`jnl`	Fastest Prostate Cancer Prediction on Whole-Mount Pathological Slides Using Self-Reform Multilayer Transformer. IEEE Access Linjie Xu, Xiaotian Yu, Haoming Luo, Jili Wang, Wenjie Liang, Jing Zhang, Zunlei Feng, Cheng Lu, Xiuming Zhang
2025	J	`jnl`	MSFusion: A multi-source hybrid feature fusion network for accurate grading of invasive breast cancer using H&E-stained histopathological images. Medical Image Anal. Yuli Chen, Jiayang Bai, Jinjie Wang, Guoping Chen, Xinxin Zhang, Duanbo Shi, Xiujuan Lei, Peng Gao, Cheng Lu
2025	—	`conf`	Multi-modal Knowledge Decomposition Based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology. MICCAI (15) Qibin Zhang, Xinyu Hao, Qiao Chen, Rui Xu, Fengyu Cong, Cheng Lu, Hongming Xu
2025	J	`jnl`	Multi-modal Knowledge Decomposition based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology. CoRR Qibin Zhang, Xinyu Hao, Qiao Chen, Rui Xu, Fengyu Cong, Cheng Lu, Hongming Xu
2025	J	`jnl`	Multimodal Fusion Framework Based on Low-Rank Interaction for Tumor Prognostic Prediction. IEEE Trans. Comput. Biol. Bioinform. Yajun An, Rushi Lan, Huan Lin, Yumeng Wang, Huahu Deng, Zhenbing Liu, Lin Wang, Zaiyi Liu, Cheng Lu, Huihua Yang, Xipeng Pan
2025	J	`jnl`	Towards Computation- and Communication-efficient Computational Pathology. CoRR Chu Han, Bingchao Zhao, Jiatai Lin, Shanshan Lyu, Longfei Wang, Tianpeng Deng, Cheng Lu, Changhong Liang, Hannah Y. Wen, Xiaojing Guo, Zhenwei Shi, Zaiyi Liu
2025	J	`jnl`	Uncertainty-guided cross teaching semi-supervised framework for histopathology image segmentation with curriculum self-training. Appl. Soft Comput. Rui Xu, Nan Zhou, Siyang Feng, Zhenbing Liu, Huahu Deng, Yajun An, Jian Li, Chu Han, Zaiyi Liu, Rushi Lan, Cheng Lu, Xipeng Pan
2025	J	`jnl`	Weakly supervised histopathology tissue semantic segmentation with multi-scale voting and online noise suppression. Eng. Appl. Artif. Intell. Xipeng Pan, Hualong Zhang, Huahu Deng, Huadeng Wang, Lingqiao Li, Zhenbing Liu, Lin Wang, Yajun An, Cheng Lu, Zaiyi Liu, Chu Han, Rushi Lan
2025	J	`jnl`	When multiple instance learning meets foundation models: Advancing histological whole slide image analysis. Medical Image Anal. Hongming Xu, Mingkang Wang, Duanbo Shi, Huamin Qin, Yunpeng Zhang, Zaiyi Liu, Anant Madabhushi, Peng Gao, Fengyu Cong, Cheng Lu
2024	C	`conf`	A Multi-staining Digital Pathology Image Registration Method Based on Global and Local Computing. SNPD Yi Ding, Xin Zhang, Cheng Lu
2024	J	`jnl`	CroMAM: A Cross-Magnification Attention Feature Fusion Model for Predicting Genetic Status and Survival of Gliomas Using Histological Images. IEEE J. Biomed. Health Informatics Jisen Guo, Peng Xu, Yuankui Wu, Yunyun Tao, Chu Han, Jiatai Lin, Ke Zhao, Zaiyi Liu, Wenbin Liu, Cheng Lu
2024	J	`jnl`	Deep learning reveals lung shape differences on baseline chest CT between mild and severe COVID-19: A multi-site retrospective study. Comput. Biol. Medicine Amogh Hiremath, Vidya Sankar Viswanathan, Kaustav Bera, Rakesh Shiradkar, Lei Yuan, Keith Armitage, Robert Gilkeson, Mengyao Ji, Pingfu Fu, Amit Gupta, Cheng Lu, Anant Madabhushi
2024	—	`conf`	Double-Tier Attention Based Multi-label Learning Network for Predicting Biomarkers from Whole Slide Images of Breast Cancer. MICCAI (1) Mingkang Wang, Tong Wang, Fengyu Cong, Cheng Lu, Hongming Xu
2024	—	`conf`	PG-MLIF: Multimodal Low-Rank Interaction Fusion Framework Integrating Pathological Images and Genomic Data for Cancer Prognosis Prediction. MICCAI (3) Xipeng Pan, Yajun An, Rushi Lan, Zhenbing Liu, Zaiyi Liu, Cheng Lu, Huihua Yang
2024	J	`jnl`	Protecting Prostate Cancer Classification From Rectal Artifacts via Targeted Adversarial Training. IEEE J. Biomed. Health Informatics Lei Hu, Dawei Zhou, Jiahua Xu, Cheng Lu, Chu Han, Zhenwei Shi, Qikui Zhu, Xinbo Gao, Nannan Wang, Zaiyi Liu
2024	J	`jnl`	SeaConvNeXt: A Lightweight Two-Branch Network Architecture for Efficient Prediction of Specific IHC Proteins and Antigens on Hematoxylin and Eosin (H&E) Images. Big Data Min. Anal. Yuli Chen, Guoping Chen, Guoying Shi, Yao Zhou, Jiayang Bai, Germán Corredor, Cheng Lu, Xiujuan Lei
2023	J	`jnl`	Artificial intelligence-quantified tumour-lymphocyte spatial interaction predicts disease-free survival in resected lung adenocarcinoma: A graph-based, multicentre study. Comput. Methods Programs Biomed. Zhengyun Feng, Huan Lin, Zaiyi Liu, Lixu Yan, Yumeng Wang, Bingbing Li, Entao Liu, Chu Han, Zhenwei Shi, Cheng Lu, Zhenbing Liu, Cheng Pang, Zhenhui Li, Yanfen Cui, Xipeng Pan, Xin Chen
2023	J	`jnl`	CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation. IEEE Trans. Medical Imaging Jianwei Lin, Jiatai Lin, Cheng Lu, Hao Chen, Huan Lin, Bingchao Zhao, Zhenwei Shi, Bingjiang Qiu, Xipeng Pan, Zeyan Xu, Biao Huang, Changhong Liang, Guoqiang Han, Zaiyi Liu, Chu Han
2023	J	`jnl`	Measuring dense false positive regions from segmentation result for whole slide tissue histology image. J. Vis. Commun. Image Represent. Zhao Wang, Qianyu Feng, Germán Corredor, Can Koyuncu, Cheng Lu
2023	J	`jnl`	Multi-site cross-organ calibrated deep learning (MuSClD): Automated diagnosis of non-melanoma skin cancer. Medical Image Anal. Yufei Zhou, Can Koyuncu, Cheng Lu, Rainer Grobholz, Ian Katz, Anant Madabhushi, Andrew Janowczyk
2023	J	`jnl`	SMILE: Cost-sensitive multi-task learning for nuclear segmentation and classification with imbalanced annotations. Medical Image Anal. Xipeng Pan, Jijun Cheng, Feihu Hou, Rushi Lan, Cheng Lu, Lingqiao Li, Zhengyun Feng, Huadeng Wang, Changhong Liang, Zhenbing Liu, Xin Chen, Chu Han, Zaiyi Liu
2023	—	`conf`	Transformer as a spatially-aware multi-instance learning framework to predict the risk of death for early-stage non-small cell lung cancer. Digital and Computational Pathology Yufei Zhou, Can Koyuncu, Cristian Barrera, Germán Corredor, Xiangxue Wang, Cheng Lu, Anant Madabhushi
2022	J	`jnl`	CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation. CoRR Jianwei Lin, Jiatai Lin, Cheng Lu, Hao Chen, Huan Lin, Bingchao Zhao, Zhenwei Shi, Bingjiang Qiu, Xipeng Pan, Zeyan Xu, Biao Huang, Changhong Liang, Guoqiang Han, Zaiyi Liu, Chu Han
2022	—	`conf`	Identifying the origination of liver metastasis using a hand-crafted computational pathology approach. Digital and Computational Pathology Chuheng Chen, Cheng Lu, Joseph E. Willis, Anant Madabhushi
2022	J	`jnl`	Predicting Microbe-Disease Association Based on Multiple Similarities and LINE Algorithm. IEEE ACM Trans. Comput. Biol. Bioinform. Yueyue Wang, Xiujuan Lei, Cheng Lu, Yi Pan
2022	J	`jnl`	Survival prediction on intrahepatic cholangiocarcinoma with histomorphological analysis on the whole slide images. Comput. Biol. Medicine Jiawei Xie, Xiaohong Pu, Jian He, Yudong Qiu, Cheng Lu, Wei Gao, Xiangxue Wang, Haoda Lu, Jiong Shi, Yuemei Xu, Anant Madabhushi, Xiangshan Fan, Jun Chen, Jun Xu
2022	J	`jnl`	WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma. CoRR Chu Han, Xipeng Pan, Lixu Yan, Huan Lin, Bingbing Li, Su Yao, Shanshan Lv, Zhenwei Shi, Jinhai Mai, Jiatai Lin, Bingchao Zhao, Zeyan Xu, Zhizhen Wang, Yumeng Wang, Yuan Zhang, Huihui Wang, Chao Zhu, Chunhui Lin, Lijian Mao, Min Wu, Luwen Duan, Jingsong Zhu, Dong Hu, Zijie Fang, Yang Chen, Yongbing Zhang, Yi Li, Yiwen Zou, Yiduo Yu, Xiaomeng Li, Haiming Li, Yanfen Cui, Guoqiang Han, Yan Xu, Jun Xu, Huihua Yang, Chunming Li, Zhenbing Liu, Cheng Lu, Xin Chen, Changhong Liang, Qingling Zhang, Zaiyi Liu
2021	J	`jnl`	An unsupervised method for histological image segmentation based on tissue cluster level graph cut. Comput. Medical Imaging Graph. Hong-Ming Xu, Lina Liu, Xiujuan Lei, Mrinal Mandal, Cheng Lu
2021	J	`jnl`	Feature-driven local cell graph (FLocK): New computational pathology-based descriptors for prognosis of lung cancer and HPV status of oropharyngeal cancers. Medical Image Anal. Cheng Lu, Can Koyuncu, Germán Corredor, Prateek Prasanna, Patrick Leo, Xiangxue Wang, Andrew Janowczyk, Kaustav Bera, James S. Lewis Jr., Vamsidhar Velcheti, Anant Madabhushi
2021	J	`jnl`	Integrated Clinical and CT Based Artificial Intelligence Nomogram for Predicting Severity and Need for Ventilator Support in COVID-19 Patients: A Multi-Site Study. IEEE J. Biomed. Health Informatics Amogh Hiremath, Kaustav Bera, Lei Yuan, Pranjal Vaidya, Mehdi Alilou, Jennifer Furin, Keith Armitage, Robert Gilkeson, Mengyao Ji, Pingfu Fu, Amit Gupta, Cheng Lu, Anant Madabhushi
2021	—	`conf`	LuMiRa: An Integrated Lung Deformation Atlas and 3D-CNN Model of Infiltrates for COVID-19 Prognosis. MICCAI (7) Amogh Hiremath, Lei Yuan, Rakesh Shiradkar, Kaustav Bera, Vidya Sankar Viswanathan, Pranjal Vaidya, Jennifer Furin, Keith Armitage, Robert Gilkeson, Mengyao Ji, Pingfu Fu, Amit Gupta, Cheng Lu, Anant Madabhushi
2020	—	`conf`	Adherent Nuclei Edge Detection Based on Caps-Unet. ISPA/BDCloud/SocialCom/SustainCom Yuli Chen, Xingwei Li, Huiting Yao, Xue Li, Miao Ma, Zhao Pei, Cheng Lu
2020	—	`conf`	Compactness measures of tumor infiltrating lymphocytes in lung adenocarcinoma are associated with overall patient survival and immune scores. Digital Pathology Ruiwen Ding, Prateek Prasanna, Germán Corredor, Cheng Lu, Priya Velu, Khoi Le, Patrick Leo, Niha G. Beig, Vamsidhar Velcheti, David L. Rimm, Kurt A. Schalper, Anant Madabhushi
2020	J	`jnl`	Introduction to the special section on Medical Image Processing with Deep Learning (SI-mip). Comput. Electr. Eng. Li He, Cheng Lu, Chengcai Leng
2020	—	`conf`	Three-dimensional histo-morphometric features from light sheet microscopy images result in improved discrimination of benign from malignant glands in prostate cancer. Digital Pathology Can Fahrettin Koyuncu, Andrew Janowczyk, Cheng Lu, Patrick Leo, Mehdi Alilou, Adam K. Glaser, Nicholas P. Reder, Jonathan T. C. Liu, Anant Madabhushi
2019	—	`conf`	Spatial arrangement of leakage patterns in diabetic macular edema is associated with tolerance of aflibercept treatment interval length: preliminary findings. Biomedical Applications in Molecular, Structural, and Functional Imaging Prateek Prasanna, Justis Ehlers, Vishal Bobba, Natalia Figueredo, Cheng Lu, Sumit Sharma, Sunil Srivastava, Anant Madabhushi
2018	—	`conf`	A watershed and feature-based approach for automated detection of lymphocytes on lung cancer images. Digital Pathology Germán Corredor, Xiangxue Wang, Cheng Lu, Vamsidhar Velcheti, Eduardo Romero, Anant Madabhushi
2018	J	`jnl`	Automated analysis and classification of melanocytic tumor on skin whole slide images. Comput. Medical Imaging Graph. Hong-Ming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal
2018	—	`conf`	Feature Driven Local Cell Graph (FeDeG): Predicting Overall Survival in Early Stage Lung Cancer. MICCAI (2) Cheng Lu, Xiangxue Wang, Prateek Prasanna, Germán Corredor, Geoffrey Sedor, Kaustav Bera, Vamsidhar Velcheti, Anant Madabhushi
2017	J	`jnl`	Automatic Nuclear Segmentation Using Multiscale Radial Line Scanning With Dynamic Programming. IEEE Trans. Biomed. Eng. Hong-Ming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal
2017	J	`jnl`	Automatic Nuclei Detection Based on Generalized Laplacian of Gaussian Filters. IEEE J. Biomed. Health Informatics Hong-Ming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal
2015	J	`jnl`	Automated analysis and diagnosis of skin melanoma on whole slide histopathological images. Pattern Recognit. Cheng Lu, Mrinal Mandal
2015	—	`conf`	Automated segmentation of regions of interest in whole slide skin histopathological images. EMBC Hong-Ming Xu, Cheng Lu, Mrinal Mandal
2015	J	`jnl`	Automated segmentation of the epidermis area in skin whole slide histopathological images. IET Image Process. Cheng Lu, Zhen Ma, Mrinal Mandal
2014	J	`jnl`	An Efficient Technique for Nuclei Segmentation Based on Ellipse Descriptor Analysis and Improved Seed Detection Algorithm. IEEE J. Biomed. Health Informatics Hongming Xu, Cheng Lu, Mrinal Mandal
2014	—	`conf`	Efficient epidermis segmentation for whole slide skin histopathological images. EMBC Cheng Lu, Mrinal Mandal
2014	J	`jnl`	Toward Automatic Mitotic Cell Detection and Segmentation in Multispectral Histopathological Images. IEEE J. Biomed. Health Informatics Cheng Lu, Mrinal Mandal
2013	J	`jnl`	A Robust Technique for Motion-Based Video Sequences Temporal Alignment. IEEE Trans. Multim. Cheng Lu, Mrinal Mandal
2013	J	`jnl`	A fusion-based approach for uterine cervical cancer histology image classification. Comput. Medical Imaging Graph. Soumya De, Ronald Joe Stanley, Cheng Lu, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna
2013	J	`jnl`	Automated Segmentation of the Melanocytes in Skin Histopathological Images. IEEE J. Biomed. Health Informatics Cheng Lu, Muhammad Mahmood, Naresh Jha, Mrinal Mandal
2013	J	`jnl`	Detection of melanocytes in skin histopathological images using radial line scanning. Pattern Recognit. Cheng Lu, Muhammad Mahmood, Naresh Jha, Mrinal Mandal
2013	Misc	`conf`	Singular point detection based on orientation filed regularization and poincaré index in fingerprint images. ICASSP Yue Li, Mrinal Mandal, Cheng Lu
2012	—	`conf`	Automated segmentation and analysis of the epidermis area in skin histopathological images. EMBC Cheng Lu, Mrinal Mandal
2012	J	`jnl`	Choice of low resolution sample sets for efficient super-resolution signal reconstruction. J. Vis. Commun. Image Represent. Meghna Singh, Cheng Lu, Anup Basu, Mrinal Mandal
2011	A	`conf`	An efficient technique for motion-based view-variant video sequences synchronization. ICME Cheng Lu, Mrinal Mandal
2011	J	`jnl`	Efficient video sequences alignment using unbiased bidirectional dynamic time warping. J. Vis. Commun. Image Represent. Cheng Lu, Meghna Singh, Irene Cheng, Anup Basu, Mrinal Mandal
2010	J	`jnl`	Efficient temporal alignment of video sequences using unbiased bidirectional dynamic time warping. J. Electronic Imaging Cheng Lu, Mrinal K. Mandal
2010	J	`jnl`	Improved Demons Technique with Orthogonal Gradient Information for Medical Image Registration. IEICE Trans. Inf. Syst. Cheng Lu, Mrinal Mandal