2025
PathOrchestra: A Comprehensive Foundation Model for Computational Pathology with Over 100 Diverse Clinical-Grade Tasks.
CoRR, March, 2025

FreeTumor: Large-Scale Generative Tumor Synthesis in Computed Tomography Images for Improving Tumor Recognition.
CoRR, February, 2025

Generalizable Cervical Cancer Screening via Large-scale Pretraining and Test-Time Adaptation.
CoRR, February, 2025

Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images.
CoRR, January, 2025

2024
Efficient Supervised Pretraining of Swin-Transformer for Virtual Staining of Microscopy Images.
IEEE Trans. Medical Imaging, April, 2024

LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset.
IEEE J. Biomed. Health Informatics, March, 2024

FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification.
CoRR, 2024

Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation.
CoRR, 2024

A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model.
CoRR, 2024

HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-Modal Context Interaction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset.
CoRR, 2023

2022
STSRNet: Self-Texture Transfer Super-Resolution and Refocusing Network.
IEEE Trans. Medical Imaging, 2022

2020
PathSRGAN: Multi-Supervised Super-Resolution for Cytopathological Images Using Generative Adversarial Network.
IEEE Trans. Medical Imaging, 2020

Reconstruct high-resolution multi-focal plane images from a single 2D wide field image.
CoRR, 2020

FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides.
CoRR, 2020