Zhongyi Shui

Large-scale and Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding

PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration

PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization

CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic

Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis

Test-Time Training for Semantic Segmentation with Output Contrastive Loss