[50] Model-Heterogeneous Semi-Supervised Federated Learning for Medical Img Seg
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[31] Multimodal Co-attention Fusion Network with Online Data Augmentation
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【31】Multi-modal Multi-instance Learning using Weakly Correlated Histopathologica
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[16] SAM-UNet:Multi-Object Image Segmentation Based on Adaptive Attention
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[47] OSAL-ND: Open-set Active Learning for Nucleus Detection
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[15] A Lightweight Framework for Detecting and Localizing Placenta Accreta
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[27] BS-Diff: Effective Bone Suppression in CXRs via Conditional Diffusion Model
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[11] Exploiting Geometric Features via Hierarchical Graph Pyramid Transformer
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[44] From Pixel to Cancer: Cellular Automata in Computed Tomography
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[12] Learning to Segment Multiple Organs from Multimodal Partially Labeled Data
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[52] Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation
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[49] Image Quality Assessment using an Orientation Recognition Network for Fetal
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[23] Self-supervised neural network-based endoscopic monocular 3D reconstruction
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【14】CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmenta
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[45] DSFF-GAN: A novel stain transfer network for generating immunohistochemical
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[13] ECGNet: an Efficient Network for Detecting Premature Ventricular Complexes
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[38] Continual Self-supervised Learning: Towards Universal Data Repre Learning
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[01] Algebraic Sphere Surface Fitting
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[20] Frameworks and Tools for Soft Tissue Morphometrics in Human Knee
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[04] A Novel Multi-modal Population-graph based Framework
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【02】Temporal-Consistent Segmentation of Echocardiography with Co-learning from A
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[24] MM-Retinal: Knowledge-Enhanced Foundational Pretraining
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[21] Quantitative assessment of adaptive radiotherapy for prostate cancer
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[53] MEET: A Multi-Band EEG Transformer for Brain States Decoding
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[19] WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel
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[40] Towards Effective and Efficient Nuclei Segmentation
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[03] Prompting Whole Slice Image Based Genetic Biomarker Prediction
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[43] Low-dose CT image super-resolution network with dual-guidance feature
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【03】TBraTS: 可信的脑肿瘤分割
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【24】Circulation Federated Learning Network for Multi-site Low-dose CT Image Deno
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[28] Multi-modality 3D CNN Transformer for Assisting Clinical Decision
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[33] Intelligent Preoperative Diagnosis and Surgical Planning
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【05】面向医学图像未见域泛化分割的域感知双重注意力模型
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【37】Fast MRI based on unsupervised generation of deep learning
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[05] Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image
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【34】Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Dist
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[34] ABP: Asymmetric Bilateral Prompting for Text-guided Medical Image Segment
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[14] A method for predicting lymphatic vascular infiltration
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[30] Sperm abnormality intelligent detection system
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[48] Deep Radon Prior: A Fully Unsupervised Framework for Sparse-View CT Reconst
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【38】Swin-Voxelmorph:基于Swin Transformer的可变形医学图像配准的对称无监督学习模型