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— Unverified 0Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Jul 28, 2022 Image Segmentation Medical Image Segmentation
— Unverified 0Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation Sep 26, 2021 Image Segmentation Medical Image Segmentation
— Unverified 0Learn the new, keep the old: Extending pretrained models with new anatomy and images Jun 1, 2018 Anatomy Image Segmentation
— Unverified 0Fully Automatic Myocardial Segmentation of Contrast Echocardiography Sequence Using Random Forests Guided by Shape Model Jun 19, 2018 Image Registration Image Segmentation
— Unverified 0An image segmentation algorithm based on multi-scale feature pyramid network May 18, 2023 Image Segmentation Medical Image Segmentation
— Unverified 0From Semantic Segmentation of Natural Images to Medical Image Segmentation Using ViT-Based Architectures Jan 31, 2025 Image Segmentation Lesion Segmentation
— Unverified 0AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation Oct 20, 2021 Decoder GPU
— Unverified 0Learning to Segment Medical Images with Scribble-Supervision Alone Jul 12, 2018 Anatomy Image Segmentation
— Unverified 0Consensus Based Medical Image Segmentation Using Semi-Supervised Learning And Graph Cuts Dec 7, 2016 Image Segmentation Medical Image Segmentation
— Unverified 0Domain specific cues improve robustness of deep learning based segmentation of ct volumes Jul 23, 2019 Computed Tomography (CT) Data Augmentation
— Unverified 0HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation May 8, 2024 Image Segmentation Mamba
— Unverified 0From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels Aug 23, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0A Study on the Use of Edge TPUs for Eye Fundus Image Segmentation Jul 26, 2022 Image Segmentation Medical Image Segmentation
— Unverified 0From Deterministic to Probabilistic: A Novel Perspective on Domain Generalization for Medical Image Segmentation Dec 7, 2024 Contrastive Learning Domain Generalization
— Unverified 0ConnectedUNets++: Mass Segmentation from Whole Mammographic Images Oct 25, 2022 Decoder Image Segmentation
— Unverified 0Learning to Segment Skin Lesions from Noisy Annotations Jun 10, 2019 Image Segmentation Medical Image Segmentation
— Unverified 0Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation Jun 3, 2021 Contrastive Learning Decoder
— Unverified 0hidden markov random fields and cuckoo search method for medical image segmentation May 19, 2020 Image Segmentation Medical Image Segmentation
— Unverified 0From CNN to Transformer: A Review of Medical Image Segmentation Models Aug 10, 2023 Image Segmentation Medical Image Analysis
— Unverified 0FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation May 23, 2025 Decoder Image Segmentation
— Unverified 0ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation Jun 8, 2022 Contrastive Learning Domain Adaptation
— Unverified 0Confidence Intervals for Performance Estimates in Brain MRI Segmentation Jul 20, 2023 Brain Tumor Segmentation Hippocampus
— Unverified 0Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation Jul 10, 2021 Image Segmentation Medical Image Segmentation
— Unverified 0Med-URWKV: Pure RWKV With ImageNet Pre-training For Medical Image Segmentation Jun 12, 2025 Image Segmentation Long-range modeling
— Unverified 0Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training Jan 2, 2024 image-classification Image Classification
— Unverified 0High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey Nov 16, 2020 Articles Image Segmentation
— Unverified 0High-Resolution Boundary Detection for Medical Image Segmentation with Piece-Wise Two-Sample T-Test Augmented Loss Nov 4, 2022 Boundary Detection Image Segmentation
— Unverified 0Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation Nov 29, 2019 Image Segmentation Medical Image Segmentation
— Unverified 0FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation May 26, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Framework for lung CT image segmentation based on UNet++ Jan 5, 2025 Data Augmentation Image Segmentation
— Unverified 0COSST: Multi-organ Segmentation with Partially Labeled Datasets Using Comprehensive Supervisions and Self-training Apr 27, 2023 Computed Tomography (CT) Medical Image Segmentation
— Unverified 0Learning to segment fetal brain tissue from noisy annotations Mar 25, 2022 Brain Segmentation Deep Learning
— Unverified 0Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation Jul 25, 2023 Data Augmentation Image Segmentation
— Unverified 0Structurally Different Neural Network Blocks for the Segmentation of Atrial and Aortic Perivascular Adipose Tissue in Multi-centre CT Angiography Scans Jun 6, 2023 Diagnostic Image Segmentation
— Unverified 0Holographic Visualisation of Radiology Data and Automated Machine Learning-based Medical Image Segmentation Aug 15, 2018 BIG-bench Machine Learning Computed Tomography (CT)
— Unverified 0FP-PET: Large Model, Multiple Loss And Focused Practice Sep 22, 2023 Image Segmentation Medical Image Segmentation
— Unverified 0Uncertainty categories in medical image segmentation: a study of source-related diversity Mar 1, 2022 Diversity Image Segmentation
— Unverified 0How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation Jul 26, 2024 Cardiac Segmentation Image Segmentation
— Unverified 0How inter-rater variability relates to aleatoric and epistemic uncertainty: a case study with deep learning-based paraspinal muscle segmentation Aug 14, 2023 Image Segmentation Medical Image Segmentation
— Unverified 0FourierLoss: Shape-Aware Loss Function with Fourier Descriptors Sep 21, 2023 Image Segmentation Liver Segmentation
— Unverified 0COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution Apr 23, 2020 Computed Tomography (CT) Image Segmentation
— Unverified 0Foundation AI Model for Medical Image Segmentation Nov 5, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Assessing the Role of Random Forests in Medical Image Segmentation Mar 30, 2021 GPU Image Segmentation
— Unverified 0Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images Nov 14, 2024 Anatomy Few-Shot Learning
— Unverified 0FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator Oct 5, 2023 Image Segmentation Medical Image Segmentation
— Unverified 0Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation Feb 16, 2017 Image Segmentation Medical Image Segmentation
— Unverified 0FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms May 28, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation Apr 10, 2023 Image Segmentation Lesion Segmentation
— Unverified 0FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation Jul 31, 2022 Anatomy Image Segmentation
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