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Chenglu Zhu

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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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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Panther: Illuminate the Sight of Multimodal LLMs with Instruction-Guided Visual Prompts

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Nov 22, 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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WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering

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Jul 08, 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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PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology

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Feb 05, 2024
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