Hongming Xu - Publications

EMBC Special Issue: SAM-HovNet: SAM-Enhanced Multi-Class Nucleus Segmentation and Classification in Hepatocellular Carcinoma Slides.

Journal: IEEE transactions on bio-medical engineering

Published: August 04, 2026

Immunohistochemical information integrated pre-training improves HER2 status prediction from whole slide images of breast cancer.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Multi-Scale Multiple Instance Learning for Lymph Node Metastasis Prediction in Early Gastric Cancer.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

UNI-HoverNet: nuclei segmentation and classification across diverse tissue sections based on the UNI foundation model.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Predicting the efficacy of first-line therapy for patients with colorectal cancer liver metastases using CT imaging and clinical data.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Online Teaching: Distilling Decomposed Multimodal Knowledge for Breast Cancer Biomarker Prediction.

Journal: IEEE transactions on medical imaging

Published: November 03, 2025

Multi-Task Adaptive Resolution Network for Lymph Node Metastasis Diagnosis From Whole Slide Images of Colorectal Cancer.

Journal: IEEE journal of biomedical and health informatics

Published: October 24, 2024

Predicting pathological complete response based on weakly and semi-supervised joint learning from breast cancer MRI.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 12, 2023

Invasion depth estimation of carcinoma cells using adaptive stain normalization to improve epidermis segmentation accuracy.

Journal: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society

Published: April 14, 2023

Spatial analysis of tumor-infiltrating lymphocytes in histological sections using deep learning techniques predicts survival in colorectal carcinoma.

Journal: The journal of pathology. Clinical research

Published: December 17, 2021

Radiomics Features of 18F-Fluorodeoxyglucose Positron-Emission Tomography as a Novel Prognostic Signature in Colorectal Cancer.

Journal: Cancers

Published: December 29, 2020

Novel lymph node segmentation and proliferation index measurement for skin melanoma biopsy images.

Journal: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society

Published: June 04, 2018