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Zhongyi Shui

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

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Mar 09, 2025
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Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images

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Mar 04, 2025
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Large-scale and Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding

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Jan 24, 2025
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CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology

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Dec 16, 2024
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Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis

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Oct 18, 2024
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Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis

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Jul 28, 2024
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PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration

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Jun 28, 2024
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ADR: Attention Diversification Regularization for Mitigating Overfitting in Multiple Instance Learning based Whole Slide Image Classification

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Jun 18, 2024
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Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis

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Jan 03, 2024
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Unleashing the Power of Prompt-driven Nucleus Instance Segmentation

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Nov 27, 2023
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