Hongming Xu

33 papers A* 4B 1Journal 19Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dual selective gleason pattern-aware multiple instance learning with uncertainty regularization for grade group prediction in histopathology images.
Medical Image Anal.
Xinyu Hao, Hongming Xu, Jingdong Zhang, Qi Xu, Ilkka Pölönen, Fengyu Cong
2026 J jnl
Exploring universal segmentation models for automatic quantification of cardiac functional parameters from zebrafish heartbeat videos.
Medical Biol. Eng. Comput.
Yali Wang, Haochun Shi, Xingye Qiao, Fengyu Cong, Yanbin Zhao, Hongming Xu
2026 J jnl
MMNavAgent: Multi-Magnification WSI Navigation Agent for Clinically Consistent Whole-Slide Analysis.
CoRR
Zhengyang Xu, Han Li, Jingsong Liu, Linrui Xie, Xun Ma, Xin You, Shihui Zu, Ayako Ito, Xinyu Hao, Hongming Xu, Shaohua Kevin Zhou, Nassir Navab, Peter J. Schüffler
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
2026 A* conf
Spatial-Frequency Spiking Neural Network for Underwater Object Detection.
AAAI
Long Chen, Wei Miao, Xin Gao, Yunzhi Zhuge, Hongming Xu, Yaxin Li, Qi Xu
2026 J jnl
TB-YOLO: Automated tumor budding detection in immunohistochemistry slides of colorectal cancer.
Biomed. Signal Process. Control.
Weiwei Zhou, Tong Wang, Huaiyu Zhu, Zeng Yan, Fengyu Cong, Guiyang Jiang, Hongming Xu
2025 A* conf
Advanced SpikingYOLOX: Extending Spiking Neural Network on Object Detection with Spike-based Partial Self-Attention and 2D-Spiking Transformer.
ACM Multimedia
Wei Miao, Jiangrong Shen, Hongming Xu, Tommi Kärkkäinen, Qi Xu, Yi Xu, Fengyu Cong
2025 J jnl
Cyclic translations between pathomics and genomics improve automatic cancer diagnosis from whole slide images.
Eng. Appl. Artif. Intell.
Xinyu Hao, Hongming Xu, Xiaofeng Wang, Tong Wang, Timo Hämäläinen, Fengyu Cong
2025 B conf
Distilling Genomic Knowledge into Whole Slide Imaging for Glioma Molecular Classification.
CBMS
Qiao Chen, Hongming Xu, Xinyu Hao, Qibin Zhang, Huamin Qin, Tommi Kärkkäinen, Fengyu Cong
2025 — conf
Dual Selective Gleason Pattern-Aware Multiple Instance Learning for Grade Group Prediction in Histopathology Images.
MICCAI (15)
Xinyu Hao, Hongming Xu, Qibin Zhang, Qi Xu, Ilkka Pölönen, Fengyu Cong
2025 — conf
MSFF-ST: A Multi-Scale Feature Fusion Model for Spatial Transcriptomics Prediction.
BIBM
Chen Wu, Qibin Zhang, Bo Zhu, Hongming Xu
2025 J jnl
Multi-Task Adaptive Resolution Network for Lymph Node Metastasis Diagnosis From Whole Slide Images of Colorectal Cancer.
IEEE J. Biomed. Health Informatics
Tong Wang, Su-Jin Shin, Mingkang Wang, Qi Xu, Guiyang Jiang, Fengyu Cong, Jeonghyun Kang, Hongming Xu
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 A* conf
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining.
CVPR
Tong Wang, Mingkang Wang, Zhongze Wang, Hongkai Wang, Qi Xu, Fengyu Cong, Hongming Xu
2025 — conf
Predicting Radiation Therapy Response Based on Dynamic Temporal Feature Difference Fusion from Longitudinal MRI.
MICCAI (16)
Xinyu Hao, Hongming Xu, Qibin Zhang, Qi Xu, Xiaofeng Wang, Ilkka Pölönen, Fengyu Cong
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 — 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 J jnl
Interpretable Sleep Stage Classification Based on Layer-Wise Relevance Propagation.
IEEE Trans. Instrum. Meas.
Dongdong Zhou, Qi Xu, Jiacheng Zhang, Lei Wu, Hongming Xu, Lauri Kettunen, Zheng Chang, Qiang Zhang, Fengyu Cong
2024 J jnl
Predicting pathological complete response based on weakly and semi-supervised joint learning in breast cancer multi-parametric MRI.
Biomed. Signal Process. Control.
Xinyu Hao, Hongming Xu, Nannan Zhao, Tao Yu, Timo Hämäläinen, Fengyu Cong
2024 J jnl
Simultaneously segmenting and classifying cell nuclei by using multi-task learning in multiplex immunohistochemical tissue microarray sections.
Biomed. Signal Process. Control.
Ranran Wang, Yusong Qiu, Xinyu Hao, Shan Jin, Junxiu Gao, Heng Qi, Qi Xu, Yong Zhang, Hongming Xu
2024 J jnl
Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning.
CoRR
Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan
2024 A* conf
Towards efficient deep spiking neural networks construction with spiking activity based pruning.
ICML
Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan
2023 J jnl
Automatic cervical cancer segmentation in multimodal magnetic resonance imaging using an EfficientNet encoder in UNet++ architecture.
Int. J. Imaging Syst. Technol.
Shan Jin, Hongming Xu, Yue Dong, Xinyu Hao, Fengying Qin, Qi Xu, Yong Zhu, Fengyu Cong
2023 — conf
Dual-Stream Context-Aware Neural Network for Survival Prediction from Whole Slide Images.
PRCV (10)
Junxiu Gao, Shan Jin, Ranran Wang, Mingkang Wang, Tong Wang, Hongming Xu
2023 J jnl
Invasion depth estimation of carcinoma cells using adaptive stain normalization to improve epidermis segmentation accuracy.
Comput. Medical Imaging Graph.
Md. Ziaul Hoque, Anja Keskinarkaus, Pia Nyberg, Hongming Xu, Tapio Seppänen
2023 — conf
Multiple Instance Learning for Lymph Node Metastasis Prediction from Cervical Cancer MRI.
ISBI
Shan Jin, Hongming Xu, Yue Dong, Xinyu Hao, Fengying Qin, Ranran Wang, Fengyu Cong
2023 — conf
Predicting pathological complete response based on weakly and semi-supervised joint learning from breast cancer MRI.
EMBC
Xinyu Hao, Hongming Xu, Nannan Zhao, Tao Yu, Timo Hämäläinen, Fengyu Cong
2022 J jnl
Alleviating Class Imbalance Problem in Automatic Sleep Stage Classification.
IEEE Trans. Instrum. Meas.
Dongdong Zhou, Qi Xu, Jian Wang, Hongming Xu, Lauri Kettunen, Zheng Chang, Fengyu Cong
2020 J jnl
Computerized Classification of Prostate Cancer Gleason Scores from Whole Slide Images.
IEEE ACM Trans. Comput. Biol. Bioinform.
Hongming Xu, Sunho Park, Tae-Hyun Hwang
2019 J jnl
Novel lymph node segmentation and proliferation index measurement for skin melanoma biopsy images.
Comput. Medical Imaging Graph.
Salah Alheejawi, Hongming Xu, Richard Berendt, Naresh Jha, Mrinal Mandal
2019 — conf
Statistical Local Binary Patterns (SLBP): Application To Prostate Cancer Gleason Score Prediction From whole Slide Pathology Images.
ISBI
Hongming Xu, Tae-Hyun Hwang
2018 J jnl
Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks.
CoRR
Hongming Xu, Tae-Hyun Hwang