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Honglin Li

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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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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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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Benchmarking PathCLIP for Pathology Image Analysis

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Jan 05, 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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MI-Gen: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images

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Nov 27, 2023
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