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Dakai Jin

HarmonySeg: Tubular Structure Segmentation with Deep-Shallow Feature Fusion and Growth-Suppression Balanced Loss

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Apr 10, 2025
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UniReg: Foundation Model for Controllable Medical Image Registration

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Mar 17, 2025
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A Continual Learning-driven Model for Accurate and Generalizable Segmentation of Clinically Comprehensive and Fine-grained Whole-body Anatomies in CT

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Mar 16, 2025
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From Slices to Sequences: Autoregressive Tracking Transformer for Cohesive and Consistent 3D Lymph Node Detection in CT Scans

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Mar 11, 2025
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From Histopathology Images to Cell Clouds: Learning Slide Representations with Hierarchical Cell Transformer

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Dec 21, 2024
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From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba

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Dec 21, 2024
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Leveraging Semantic Asymmetry for Precise Gross Tumor Volume Segmentation of Nasopharyngeal Carcinoma in Planning CT

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Nov 27, 2024
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Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation

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Oct 07, 2024
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FS-MedSAM2: Exploring the Potential of SAM2 for Few-Shot Medical Image Segmentation without Fine-tuning

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Sep 06, 2024
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End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images

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Sep 05, 2024
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