Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels Dec 13, 2021 Ensemble Learning Image Segmentation
Code Code Available Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans Mar 9, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays Sep 7, 2021 Contrastive Learning Image Segmentation
Code Code Available Contrastive and Selective Hidden Embeddings for Medical Image Segmentation Jan 21, 2022 Contrastive Learning feature selection
Code Code Available AFFSegNet: Adaptive Feature Fusion Segmentation Network for Microtumors and Multi-Organ Segmentation Sep 12, 2024 Decoder Image Segmentation
Code Code Available Roughness Index and Roughness Distance for Benchmarking Medical Segmentation Mar 23, 2021 Benchmarking Image Segmentation
Code Code Available Constrained-CNN losses for weakly supervised segmentation May 12, 2018 Medical Image Segmentation Segmentation
Code Code Available Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey May 5, 2023 Benchmarking Image Generation
Code Code Available Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic Segmentation Aug 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation? Sep 3, 2021 Hippocampus Image Segmentation
Code Code Available HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images Oct 1, 2019 Diagnostic Medical Image Segmentation
Code Code Available S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Dec 17, 2024 Diversity Image Segmentation
Code Code Available S^3-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation Dec 19, 2024 Image Segmentation Lesion Segmentation
Code Code Available SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus Jun 23, 2025 Image Segmentation Interactive Segmentation
Code Code Available ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentation May 1, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Hi-gMISnet: generalized medical image segmentation using DWT based multilayer fusion and dual mode attention into high resolution pGAN May 20, 2024 Generative Adversarial Network Image Segmentation
Code Code Available Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation Models May 23, 2022 Image Segmentation Medical Image Segmentation
Code Code Available HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image Segmentation Dec 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation Sep 13, 2021 Data Augmentation Domain Generalization
Code Code Available SAM2-SGP: Enhancing SAM2 for Medical Image Segmentation via Support-Set Guided Prompting Jun 24, 2025 Computed Tomography (CT) Image Segmentation
Code Code Available Achieving state-of-the-art performance in the Medical Out-of-Distribution (MOOD) challenge using plausible synthetic anomalies Aug 2, 2023 Anomaly Detection Image Segmentation
Code Code Available HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery Mar 14, 2023 Anatomy Deep Learning
Code Code Available SAM-aware Test-time Adaptation for Universal Medical Image Segmentation Jun 5, 2025 Image Segmentation Medical Image Segmentation
Code Code Available SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical Segmentation Nov 19, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Going to Extremes: Weakly Supervised Medical Image Segmentation Sep 25, 2020 BIG-bench Machine Learning Image Segmentation
Code Code Available GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation Jan 6, 2025 Cardiac Segmentation Image Segmentation
Code Code Available GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic Segmentation Apr 27, 2024 BraTS2021 Image Segmentation
Code Code Available Conditional Random Fields as Recurrent Neural Networks for 3D Medical Imaging Segmentation Jul 19, 2018 3D Medical Imaging Segmentation Medical Image Segmentation
Code Code Available Generalizable Single-Source Cross-modality Medical Image Segmentation via Invariant Causal Mechanisms Nov 7, 2024 Domain Generalization Image Segmentation
Code Code Available 3D-OOCS: Learning Prostate Segmentation with Inductive Bias Oct 29, 2021 Edge Detection Image Segmentation
Code Code Available Gaussian Random Fields as an Abstract Representation of Patient Metadata for Multimodal Medical Image Segmentation Mar 7, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 3D Medical Image Segmentation based on multi-scale MPU-Net Jul 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available From Patch to Image Segmentation using Fully Convolutional Networks -- Application to Retinal Images Apr 8, 2019 Image Segmentation Medical Image Segmentation
Code Code Available From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation Apr 15, 2025 Diagnostic Image Segmentation
Code Code Available Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation May 8, 2018 Image Segmentation Medical Image Segmentation
Code Code Available Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts Nov 13, 2023 Image Segmentation Interactive Segmentation
Code Code Available Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation Jul 7, 2019 Image Segmentation Medical Image Segmentation
Code Code Available FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation Feb 8, 2019 Image Segmentation Lesion Segmentation
Code Code Available FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation Apr 5, 2023 Brain Tumor Segmentation Image Segmentation
Code Code Available FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image Segmentation Jun 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning Sep 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Color-Quality Invariance for Robust Medical Image Segmentation Feb 11, 2025 Domain Generalization Image Segmentation
Code Code Available 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study Dec 12, 2016 3D Medical Imaging Segmentation Brain Segmentation
Code Code Available Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass Segmentation Jul 28, 2023 Image Segmentation Management
Code Code Available Scale-Equivariant Deep Learning for 3D Data Apr 12, 2023 Deep Learning Image Segmentation
Code Code Available Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Oct 29, 2018 3D Medical Imaging Segmentation Brain Image Segmentation
Code Code Available FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image Analysis Feb 13, 2024 Contrastive Learning Image Segmentation
Code Code Available TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image Segmentation May 24, 2025 Image Segmentation Kolmogorov-Arnold Networks
Code Code Available Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images Jun 4, 2018 Descriptive Diagnostic
Code Code Available Token Sparsification for Faster Medical Image Segmentation Mar 11, 2023 Image Segmentation Medical Image Segmentation
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