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Pengfei Gu

Boosting Medical Image Classification with Segmentation Foundation Model

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Jun 16, 2024
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Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation

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Jun 15, 2024
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Path-GPTOmic: A Balanced Multi-modal Learning Framework for Survival Outcome Prediction

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Mar 18, 2024
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SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation

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Aug 26, 2023
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SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings

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Jul 23, 2023
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Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective

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Jan 30, 2023
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Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images

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Nov 16, 2022
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ConvFormer: Combining CNN and Transformer for Medical Image Segmentation

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Nov 15, 2022
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A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning

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Nov 15, 2022
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