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ORCIDCheng Lu 0001
Person information
- affiliation: Southern Medical University, Guangzhou, China
- affiliation: Case Western Reserve University, Department of Biomedical Engineering, Cleveland, OH, USA
Other persons with the same name
- Cheng Lu — disambiguation page
- Cheng Lu 0002
![[0000-0002-5939-1048]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-5939-1048")
— Northwestern Polytechnical University, School of Aeronautics, Xi'an, China - Cheng Lu 0003 — Nantong University, College of Electrical Engineering, Nantong, China
- Cheng Lu 0004 — Qingdao University of Technology, School of Management Engineering, Qingdao, China
- Cheng Lu 0005 — Southeast University, Key Laboratory of Child Development and Learning Science, Nanjing, China
- Cheng Lu 0006 — XPENG Motors, Guangzhou, China
- Cheng Lu 0007 — North China Electric Power University, School of Economics and Management, Beijing, China
- Cheng Lu 0008 — China Academy of Chinese Medical Sciences, Institute of Basic Research in Clinical Medicine, Beijing, China
- Cheng Lu 0009 — Micron Technology, Inc., San Jose, CA, USA
- Cheng Lu 0010 — Hohai University, Changzhou, China (and 1 more)
- Cheng Lu 0011 — Tsinghua University, China
2020 – today
- 2025
[j30]Hongming Xu, Mingkang Wang, Duanbo Shi, Huamin Qin, Yunpeng Zhang, Zaiyi Liu, Anant Madabhushi, Peng Gao, Fengyu Cong, Cheng Lu:
When multiple instance learning meets foundation models: Advancing histological whole slide image analysis. Medical Image Anal. 101: 103456 (2025)- 2024
- [j29]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:
Deep learning reveals lung shape differences on baseline chest CT between mild and severe COVID-19: A multi-site retrospective study. Comput. Biol. Medicine 177: 108643 (2024) - [j28]Lei Hu, Dawei Zhou, Jiahua Xu, Cheng Lu, Chu Han, Zhenwei Shi, Qikui Zhu, Xinbo Gao, Nannan Wang, Zaiyi Liu:
Protecting Prostate Cancer Classification From Rectal Artifacts via Targeted Adversarial Training. IEEE J. Biomed. Health Informatics 28(7): 3997-4009 (2024) - [j27]Jisen Guo, Peng Xu, Yuankui Wu, Yunyun Tao, Chu Han, Jiatai Lin, Ke Zhao, Zaiyi Liu, Wenbin Liu, Cheng Lu:
CroMAM: A Cross-Magnification Attention Feature Fusion Model for Predicting Genetic Status and Survival of Gliomas Using Histological Images. IEEE J. Biomed. Health Informatics 28(12): 7345-7356 (2024) - [c15]Xipeng Pan, Yajun An, Rushi Lan, Zhenbing Liu, Zaiyi Liu, Cheng Lu, Huihua Yang:
PG-MLIF: Multimodal Low-Rank Interaction Fusion Framework Integrating Pathological Images and Genomic Data for Cancer Prognosis Prediction. MICCAI (3) 2024: 347-357 - 2023
- [j26]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:
Artificial intelligence-quantified tumour-lymphocyte spatial interaction predicts disease-free survival in resected lung adenocarcinoma: A graph-based, multicentre study. Comput. Methods Programs Biomed. 238: 107617 (2023) - [j25]Zhao Wang, Qianyu Feng, Germán Corredor, Can Koyuncu, Cheng Lu:
Measuring dense false positive regions from segmentation result for whole slide tissue histology image. J. Vis. Commun. Image Represent. 96: 103929 (2023) - [j24]Yufei Zhou, Can Koyuncu, Cheng Lu, Rainer Grobholz, Ian Katz, Anant Madabhushi, Andrew Janowczyk:
Multi-site cross-organ calibrated deep learning (MuSClD): Automated diagnosis of non-melanoma skin cancer. Medical Image Anal. 84: 102702 (2023) - [j23]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:
SMILE: Cost-sensitive multi-task learning for nuclear segmentation and classification with imbalanced annotations. Medical Image Anal. 88: 102867 (2023) - [j22]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:
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation. IEEE Trans. Medical Imaging 42(8): 2451-2461 (2023) - [c14]Yufei Zhou, Can Koyuncu, Cristian Barrera, Germán Corredor, Xiangxue Wang, Cheng Lu, Anant Madabhushi:
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 2023 - 2022
- [j21]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:
Survival prediction on intrahepatic cholangiocarcinoma with histomorphological analysis on the whole slide images. Comput. Biol. Medicine 146: 105520 (2022) - [j20]Yueyue Wang, Xiujuan Lei, Cheng Lu, Yi Pan:
Predicting Microbe-Disease Association Based on Multiple Similarities and LINE Algorithm. IEEE ACM Trans. Comput. Biol. Bioinform. 19(4): 2399-2408 (2022) - [c13]Chuheng Chen, Cheng Lu, Joseph E. Willis, Anant Madabhushi:
Identifying the origination of liver metastasis using a hand-crafted computational pathology approach. Digital and Computational Pathology 2022 - [i2]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:
WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma. CoRR abs/2204.06455 (2022) - [i1]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:
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation. CoRR abs/2207.07370 (2022) - 2021
- [j19]Hongming Xu, Lina Liu, Xiujuan Lei, Mrinal Mandal, Cheng Lu:
An unsupervised method for histological image segmentation based on tissue cluster level graph cut. Comput. Medical Imaging Graph. 93: 101974 (2021) - [j18]Cheng Lu, Can Koyuncu, Germán Corredor, Prateek Prasanna, Patrick Leo, Xiangxue Wang, Andrew Janowczyk, Kaustav Bera, James S. Lewis Jr., Vamsidhar Velcheti, Anant Madabhushi:
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. 68: 101903 (2021) - [j17]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:
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 25(11): 4110-4118 (2021) - [c12]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:
LuMiRa: An Integrated Lung Deformation Atlas and 3D-CNN Model of Infiltrates for COVID-19 Prognosis. MICCAI (7) 2021: 367-377 - 2020
- [j16]Li He, Cheng Lu, Chengcai Leng:
Introduction to the special section on Medical Image Processing with Deep Learning (SI-mip). Comput. Electr. Eng. 81: 106539 (2020) - [c11]Yuli Chen, Xingwei Li, Huiting Yao, Xue Li, Miao Ma, Zhao Pei, Cheng Lu:
Adherent Nuclei Edge Detection Based on Caps-Unet. ISPA/BDCloud/SocialCom/SustainCom 2020: 889-894 - [c10]Can Fahrettin Koyuncu, Andrew Janowczyk, Cheng Lu, Patrick Leo, Mehdi Alilou, Adam K. Glaser, Nicholas P. Reder, Jonathan T. C. Liu, Anant Madabhushi:
Three-dimensional histo-morphometric features from light sheet microscopy images result in improved discrimination of benign from malignant glands in prostate cancer. Digital Pathology 2020: 113200G - [c9]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:
Compactness measures of tumor infiltrating lymphocytes in lung adenocarcinoma are associated with overall patient survival and immune scores. Digital Pathology 2020: 1132003
2010 – 2019
- 2019
- [c8]Prateek Prasanna, Justis Ehlers, Vishal Bobba, Natalia Figueredo, Cheng Lu, Sumit Sharma, Sunil Srivastava, Anant Madabhushi:
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 2019: 1095311 - 2018
- [j15]Hongming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal:
Automated analysis and classification of melanocytic tumor on skin whole slide images. Comput. Medical Imaging Graph. 66: 124-134 (2018) - [c7]Cheng Lu, Xiangxue Wang, Prateek Prasanna, Germán Corredor, Geoffrey Sedor, Kaustav Bera, Vamsidhar Velcheti, Anant Madabhushi:
Feature Driven Local Cell Graph (FeDeG): Predicting Overall Survival in Early Stage Lung Cancer. MICCAI (2) 2018: 407-416 - [c6]Germán Corredor, Xiangxue Wang, Cheng Lu, Vamsidhar Velcheti, Eduardo Romero, Anant Madabhushi:
A watershed and feature-based approach for automated detection of lymphocytes on lung cancer images. Digital Pathology 2018: 105810R - 2017
- [j14]Hongming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal:
Automatic Nuclear Segmentation Using Multiscale Radial Line Scanning With Dynamic Programming. IEEE Trans. Biomed. Eng. 64(10): 2475-2485 (2017) - [j13]Hongming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal:
Automatic Nuclei Detection Based on Generalized Laplacian of Gaussian Filters. IEEE J. Biomed. Health Informatics 21(3): 826-837 (2017) - 2015
- [j12]Cheng Lu, Zhen Ma, Mrinal Mandal:
Automated segmentation of the epidermis area in skin whole slide histopathological images. IET Image Process. 9(9): 735-742 (2015) - [j11]Cheng Lu, Mrinal Mandal:
Automated analysis and diagnosis of skin melanoma on whole slide histopathological images. Pattern Recognit. 48(8): 2738-2750 (2015) - [c5]Hongming Xu, Cheng Lu, Mrinal Mandal:
Automated segmentation of regions of interest in whole slide skin histopathological images. EMBC 2015: 3869-3872 - 2014
- [j10]Cheng Lu, Mrinal Mandal:
Toward Automatic Mitotic Cell Detection and Segmentation in Multispectral Histopathological Images. IEEE J. Biomed. Health Informatics 18(2): 594-605 (2014) - [j9]Hongming Xu, Cheng Lu, Mrinal Mandal:
An Efficient Technique for Nuclei Segmentation Based on Ellipse Descriptor Analysis and Improved Seed Detection Algorithm. IEEE J. Biomed. Health Informatics 18(5): 1729-1741 (2014) - [c4]Cheng Lu, Mrinal Mandal:
Efficient epidermis segmentation for whole slide skin histopathological images. EMBC 2014: 5546-5549 - 2013
- [j8]Soumya De, Ronald Joe Stanley, Cheng Lu, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna:
A fusion-based approach for uterine cervical cancer histology image classification. Comput. Medical Imaging Graph. 37(7-8): 475-487 (2013) - [j7]Cheng Lu, Muhammad Mahmood, Naresh Jha, Mrinal Mandal:
Detection of melanocytes in skin histopathological images using radial line scanning. Pattern Recognit. 46(2): 509-518 (2013) - [j6]Cheng Lu, Muhammad Mahmood, Naresh Jha, Mrinal Mandal:
Automated Segmentation of the Melanocytes in Skin Histopathological Images. IEEE J. Biomed. Health Informatics 17(2): 284-296 (2013) - [j5]Cheng Lu, Mrinal Mandal:
A Robust Technique for Motion-Based Video Sequences Temporal Alignment. IEEE Trans. Multim. 15(1): 70-82 (2013) - [c3]Yue Li, Mrinal Mandal, Cheng Lu:
Singular point detection based on orientation filed regularization and poincaré index in fingerprint images. ICASSP 2013: 1439-1443 - 2012
- [j4]Meghna Singh, Cheng Lu, Anup Basu, Mrinal Mandal:
Choice of low resolution sample sets for efficient super-resolution signal reconstruction. J. Vis. Commun. Image Represent. 23(1): 194-207 (2012) - [c2]Cheng Lu, Mrinal Mandal:
Automated segmentation and analysis of the epidermis area in skin histopathological images. EMBC 2012: 5355-5359 - 2011
- [j3]Cheng Lu, Meghna Singh, Irene Cheng, Anup Basu, Mrinal Mandal:
Efficient video sequences alignment using unbiased bidirectional dynamic time warping. J. Vis. Commun. Image Represent. 22(7): 606-614 (2011) - [c1]Cheng Lu, Mrinal Mandal:
An efficient technique for motion-based view-variant video sequences synchronization. ICME 2011: 1-6 - 2010
- [j2]Cheng Lu, Mrinal Mandal:
Improved Demons Technique with Orthogonal Gradient Information for Medical Image Registration. IEICE Trans. Inf. Syst. 93-D(12): 3414-3417 (2010) - [j1]Cheng Lu, Mrinal K. Mandal:
Efficient temporal alignment of video sequences using unbiased bidirectional dynamic time warping. J. Electronic Imaging 19(4): 040501 (2010)
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