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ORCIDHongming Xu 0002
Person information
- affiliation: Dalian University of Technology, Key Laboratory of Integrated Circuit and Biomedical Electronic System, Liaoning, China
- affiliation: Cancer Hospital of Dalian University of Technology, School of Biomedical Engineering, Faulty of Medicine, China
- affiliation (PhD 2017): University of Alberta, Department of Electrical and Computer Engineering, Edmonton, AB, Canada
Other persons with the same name
- Hongming Xu (aka: Hong-Ming Xu) — disambiguation page
- Hongming Xu 0001
![[0000-0001-7241-8383]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-7241-8383")
(aka: Hong-Ming Xu 0001) — University of Birmingham, School of Engineering, Department of Mechanical Engineering, UK (and 1 more) - Hongming Xu 0003 — Beijing Institute for General Artificial Intelligence (BIGAI), State Key Laboratory of General Artificial Intelligence, China
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2020 – today
- 2026
[j13]Weiwei Zhou, Tong Wang, Huaiyu Zhu, Zeng Yan, Fengyu Cong, Guiyang Jiang, Hongming Xu:
TB-YOLO: Automated tumor budding detection in immunohistochemistry slides of colorectal cancer. Biomed. Signal Process. Control. 116: 109456 (2026)- [j12]Yali Wang, Haochun Shi, Xingye Qiao, Fengyu Cong, Yanbin Zhao, Hongming Xu:
Exploring universal segmentation models for automatic quantification of cardiac functional parameters from zebrafish heartbeat videos. Medical Biol. Eng. Comput. 64(1): 147-163 (2026) - 2025
- [j11]Xinyu Hao, Hongming Xu, Xiaofeng Wang, Tong Wang, Timo Hämäläinen, Fengyu Cong:
Cyclic translations between pathomics and genomics improve automatic cancer diagnosis from whole slide images. Eng. Appl. Artif. Intell. 161: 112302 (2025) - [j10]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) - [j9]Tong Wang, Su-Jin Shin, Mingkang Wang, Qi Xu, Guiyang Jiang, Fengyu Cong, Jeonghyun Kang, Hongming Xu:
Multi-Task Adaptive Resolution Network for Lymph Node Metastasis Diagnosis From Whole Slide Images of Colorectal Cancer. IEEE J. Biomed. Health Informatics 29(1): 420-432 (2025) - [c12]Qiao Chen, Hongming Xu, Xinyu Hao, Qibin Zhang, Huamin Qin, Tommi Kärkkäinen, Fengyu Cong:
Distilling Genomic Knowledge into Whole Slide Imaging for Glioma Molecular Classification. CBMS 2025: 516-521 - [c11]Tong Wang, Mingkang Wang, Zhongze Wang, Hongkai Wang, Qi Xu, Fengyu Cong, Hongming Xu:
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining. CVPR 2025: 25920-25929 - [c10]Xinyu Hao, Hongming Xu, Qibin Zhang, Qi Xu, Ilkka Pölönen, Fengyu Cong:
Dual Selective Gleason Pattern-Aware Multiple Instance Learning for Grade Group Prediction in Histopathology Images. MICCAI (15) 2025: 187-196 - [c9]Qibin Zhang, Xinyu Hao, Qiao Chen, Rui Xu, Fengyu Cong, Cheng Lu, Hongming Xu:
Multi-modal Knowledge Decomposition Based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology. MICCAI (15) 2025: 353-363 - [c8]Xinyu Hao, Hongming Xu, Qibin Zhang, Qi Xu, Xiaofeng Wang, Ilkka Pölönen, Fengyu Cong:
Predicting Radiation Therapy Response Based on Dynamic Temporal Feature Difference Fusion from Longitudinal MRI. MICCAI (16) 2025: 440-449 - [c7]Wei Miao, Jiangrong Shen, Hongming Xu, Tommi Kärkkäinen, Qi Xu, Yi Xu, Fengyu Cong:
Advanced SpikingYOLOX: Extending Spiking Neural Network on Object Detection with Spike-based Partial Self-Attention and 2D-Spiking Transformer. ACM Multimedia 2025: 10837-10846 - [i3]Qibin Zhang, Xinyu Hao, Qiao Chen, Rui Xu, Fengyu Cong, Cheng Lu, Hongming Xu:
Multi-modal Knowledge Decomposition based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology. CoRR abs/2508.17213 (2025) - 2024
- [j8]Ranran Wang, Yusong Qiu, Xinyu Hao, Shan Jin, Junxiu Gao, Heng Qi, Qi Xu, Yong Zhang, Hongming Xu:
Simultaneously segmenting and classifying cell nuclei by using multi-task learning in multiplex immunohistochemical tissue microarray sections. Biomed. Signal Process. Control. 93: 106143 (2024) - [j7]Xinyu Hao, Hongming Xu, Nannan Zhao, Tao Yu, Timo Hämäläinen, Fengyu Cong:
Predicting pathological complete response based on weakly and semi-supervised joint learning in breast cancer multi-parametric MRI. Biomed. Signal Process. Control. 93: 106164 (2024) - [j6]Dongdong Zhou, Qi Xu, Jiacheng Zhang, Lei Wu, Hongming Xu, Lauri Kettunen, Zheng Chang, Qiang Zhang, Fengyu Cong:
Interpretable Sleep Stage Classification Based on Layer-Wise Relevance Propagation. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [c6]Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan:
Towards efficient deep spiking neural networks construction with spiking activity based pruning. ICML 2024: 29063-29073 - [c5]Mingkang Wang, Tong Wang, Fengyu Cong, Cheng Lu, Hongming Xu:
Double-Tier Attention Based Multi-label Learning Network for Predicting Biomarkers from Whole Slide Images of Breast Cancer. MICCAI (1) 2024: 91-101 - [i2]Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan:
Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning. CoRR abs/2406.01072 (2024) - 2023
- [j5]Md. Ziaul Hoque, Anja Keskinarkaus, Pia Nyberg, Hongming Xu, Tapio Seppänen:
Invasion depth estimation of carcinoma cells using adaptive stain normalization to improve epidermis segmentation accuracy. Comput. Medical Imaging Graph. 108: 102276 (2023) - [j4]Shan Jin, Hongming Xu, Yue Dong, Xinyu Hao, Fengying Qin, Qi Xu, Yong Zhu, Fengyu Cong:
Automatic cervical cancer segmentation in multimodal magnetic resonance imaging using an EfficientNet encoder in UNet++ architecture. Int. J. Imaging Syst. Technol. 33(1): 362-377 (2023) - [c4]Xinyu Hao, Hongming Xu, Nannan Zhao, Tao Yu, Timo Hämäläinen, Fengyu Cong:
Predicting pathological complete response based on weakly and semi-supervised joint learning from breast cancer MRI. EMBC 2023: 1-4 - [c3]Shan Jin, Hongming Xu, Yue Dong, Xinyu Hao, Fengying Qin, Ranran Wang, Fengyu Cong:
Multiple Instance Learning for Lymph Node Metastasis Prediction from Cervical Cancer MRI. ISBI 2023: 1-4 - [c2]Junxiu Gao, Shan Jin, Ranran Wang, Mingkang Wang, Tong Wang, Hongming Xu:
Dual-Stream Context-Aware Neural Network for Survival Prediction from Whole Slide Images. PRCV (10) 2023: 3-14 - 2022
- [j3]Dongdong Zhou, Qi Xu, Jian Wang, Hongming Xu, Lauri Kettunen, Zheng Chang, Fengyu Cong:
Alleviating Class Imbalance Problem in Automatic Sleep Stage Classification. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - 2020
- [j2]Hongming Xu, Sunho Park, Tae-Hyun Hwang:
Computerized Classification of Prostate Cancer Gleason Scores from Whole Slide Images. IEEE ACM Trans. Comput. Biol. Bioinform. 17(6): 1871-1882 (2020)
2010 – 2019
- 2019
- [j1]Salah Alheejawi, Hongming Xu, Richard Berendt, Naresh Jha, Mrinal Mandal:
Novel lymph node segmentation and proliferation index measurement for skin melanoma biopsy images. Comput. Medical Imaging Graph. 73: 19-29 (2019) - [c1]Hongming Xu, Tae-Hyun Hwang:
Statistical Local Binary Patterns (SLBP): Application To Prostate Cancer Gleason Score Prediction From whole Slide Pathology Images. ISBI 2019: 895-899 - 2018
- [i1]Hongming Xu, Tae-Hyun Hwang:
Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks. CoRR abs/1807.06466 (2018)
Coauthor Index
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