Hongming Xu
Orcid: 0000-0002-1305-0010Affiliations:
- Dalian University of Technology, Key Laboratory of Integrated Circuit and Biomedical Electronic System, Liaoning, China
- Cancer Hospital of Dalian University of Technology, School of Biomedical Engineering, Faulty of Medicine, China
- University of Alberta, Department of Electrical and Computer Engineering, Edmonton, AB, Canada (PhD 2017)
According to our database1,
Hongming Xu
authored at least 19 papers
between 2018 and 2025.
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Bibliography
2025
Multi-Task Adaptive Resolution Network for Lymph Node Metastasis Diagnosis From Whole Slide Images of Colorectal Cancer.
IEEE J. Biomed. Health Informatics, January, 2025
When multiple instance learning meets foundation models: Advancing histological whole slide image analysis.
Medical Image Anal., 2025
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
Distilling Genomic Knowledge into Whole Slide Imaging for Glioma Molecular Classification.
Proceedings of the 38th IEEE International Symposium on Computer-Based Medical Systems, 2025
2024
IEEE Trans. Instrum. Meas., 2024
Simultaneously segmenting and classifying cell nuclei by using multi-task learning in multiplex immunohistochemical tissue microarray sections.
Biomed. Signal Process. Control., 2024
Predicting pathological complete response based on weakly and semi-supervised joint learning in breast cancer multi-parametric MRI.
Biomed. Signal Process. Control., 2024
Double-Tier Attention Based Multi-label Learning Network for Predicting Biomarkers from Whole Slide Images of Breast Cancer.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Towards efficient deep spiking neural networks construction with spiking activity based pruning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Invasion depth estimation of carcinoma cells using adaptive stain normalization to improve epidermis segmentation accuracy.
Comput. Medical Imaging Graph., September, 2023
Automatic cervical cancer segmentation in multimodal magnetic resonance imaging using an EfficientNet encoder in UNet++ architecture.
Int. J. Imaging Syst. Technol., January, 2023
Dual-Stream Context-Aware Neural Network for Survival Prediction from Whole Slide Images.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023
Multiple Instance Learning for Lymph Node Metastasis Prediction from Cervical Cancer MRI.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Predicting pathological complete response based on weakly and semi-supervised joint learning from breast cancer MRI.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
IEEE Trans. Instrum. Meas., 2022
2020
Computerized Classification of Prostate Cancer Gleason Scores from Whole Slide Images.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
2019
Novel lymph node segmentation and proliferation index measurement for skin melanoma biopsy images.
Comput. Medical Imaging Graph., 2019
Statistical Local Binary Patterns (SLBP): Application To Prostate Cancer Gleason Score Prediction From whole Slide Pathology Images.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
CoRR, 2018