【16】Transformer Network for Significant Stenosis Detection in CCTA of Coronary A
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【31】Multi-modal Multi-instance Learning using Weakly Correlated Histopathologica
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【12】Hierarchical Temporal Attention Network for Thyroid Nodule Recognition Using
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【25】Boundary-aware Transformers for Skin Lesion Segmentation
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【01】Progressively Normalized Self-Attention Network for Video Polyp Segmentation
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【19】Branch-aware Double DQN for Centerline Extraction in Coronary CT Angiography
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【40】Hypergraph Learning: Methods and Practices
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【26】Computerized spermatogenesis staging (CSS) of mouse testis sections via quan
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【09】Consolidated domain adaptive detection and localization framework for cross-
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【35】A Novel Multiple Instance Learning Framework for COVID-19 Severity Assessmen
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【14】CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmenta
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【05】MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical
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【06】Striatal Subdivisions Estimated via Deep Embedded Clustering with Applicatio
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【13】3D Retinal Vessel Reconstruction Via Depth Map Estimation
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【21】Meta Grayscale Adaptive Network for 3D Integrated Renal Structures Segmentat
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【23】MetaCorrection: Domain-Aware Meta Loss Correction for Unsupervised Domain Ad
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【27】Early Neoplasia Identification in Barrett's Esophagus via Attentive Hierarch
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【07】Dual-sampling attention network for diagnosis of COVID-19 from community acq
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【42】Joint Spinal Centerline Extraction and Curvature Estimation with Row-wise Cl
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【28】Consistent Segmentation of Longitudinal Brain MR Images with Spatio-Temporal
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【39】Learning High-Resolution and Efficient Non-Local Features for Brain Glioma S
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【03】Eliminating Indefiniteness of Clinical Spectrum for Better Screening COVID-1
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【37】Fast MRI based on unsupervised generation of deep learning
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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
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[45] DSFF-GAN: A novel stain transfer network for generating immunohistochemical
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【02】Temporal-Consistent Segmentation of Echocardiography with Co-learning from A
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【15】DoDNet: Learning to Segment Multi-Organ and Tumors from Multiple Partially L
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【08】Diagnosis of Coronavirus Disease 2019 (COVID-19) with Structured Latent Mult
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[49] Image Quality Assessment using an Orientation Recognition Network for Fetal
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【04】Research on Reconstruction of CT Images Based on AA-R2Unet in Inferior Mesen
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【29】Predicting Symptoms from Multiphasic MRI via Multi-Instance Attention Learni
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[31] Multimodal Co-attention Fusion Network with Online Data Augmentation
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【10】Deep learning based automated diagnosis of bone metastases with SPECT thorac
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[23] Self-supervised neural network-based endoscopic monocular 3D reconstruction
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【41】Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks fo
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[11] Exploiting Geometric Features via Hierarchical Graph Pyramid Transformer
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【24】Prototypical Interaction Graph for Unsupervised Domain Adaptation in Surgica
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【18】Brain Age Estimation From MRI Using Cascade Networks with Ranking Loss
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【32】Two-Stage Self-Supervised Cycle-Consistency Network for Reconstruction of Th
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【34】Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Dist
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【33】Reducing Magnetic Resonance Image Spacing by Learning Without Ground-Truth