Masked Diffusion as Self-supervised Representation Learner Aug 10, 2023 Denoising Medical Image Segmentation
Code Code Available From CNN to Transformer: A Review of Medical Image Segmentation Models Aug 10, 2023 Image Segmentation Medical Image Analysis
— Unverified SegMatch: A semi-supervised learning method for surgical instrument segmentation Aug 9, 2023 Medical Image Segmentation Pseudo Label
— Unverified Redesigning Out-of-Distribution Detection on 3D Medical Images Aug 7, 2023 Image Segmentation Medical Image Segmentation
— Unverified Feature Decoupling-Recycling Network for Fast Interactive Segmentation Aug 7, 2023 Image Segmentation Interactive Segmentation
— Unverified Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation Aug 7, 2023 Dimensionality Reduction Image Segmentation
Code Code Available Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNet Aug 6, 2023 Image Segmentation Learning with coarse labels
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 Push the Boundary of SAM: A Pseudo-label Correction Framework for Medical Segmentation Aug 2, 2023 Image Segmentation Medical Image Segmentation
— Unverified Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation Aug 2, 2023 image-classification Image Classification
— Unverified CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion Aug 2, 2023 Image Segmentation Inductive Bias
Code Code Available Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation Aug 1, 2023 Benchmarking Brain Tumor Segmentation
— Unverified Boundary Difference Over Union Loss For Medical Image Segmentation Aug 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available A hybrid approach for improving U-Net variants in medical image segmentation Jul 31, 2023 Image Segmentation Lesion Segmentation
— Unverified Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging Jul 31, 2023 Image Segmentation Informativeness
— Unverified Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training Jul 31, 2023 Domain Adaptation Image Segmentation
Code Code Available ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding Jul 30, 2023 Decision Making Image Segmentation
Code Code Available Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges Jul 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks Jul 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Cross-dimensional transfer learning in medical image segmentation with deep learning Jul 29, 2023 image-classification Image Classification
Code Code Available Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass Segmentation Jul 28, 2023 Image Segmentation Management
Code Code Available One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data Jul 27, 2023 Brain Image Segmentation Image Registration
Code Code Available MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation Jul 27, 2023 Image Segmentation Medical Image Analysis
Code Code Available Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling Jul 26, 2023 Classification domain classification
Code Code Available Role of Image Acquisition and Patient Phenotype Variations in Automatic Segmentation Model Generalization Jul 26, 2023 Image Segmentation Medical Image Segmentation
— Unverified Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation Jul 25, 2023 Data Augmentation Image Segmentation
— Unverified Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment Jul 24, 2023 Image Segmentation Medical Image Segmentation
— Unverified SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation Jul 24, 2023 Contrastive Learning Image Reconstruction
Code Code Available SL: Stable Learning in Source-Free Domain Adaption for Medical Image Segmentation Jul 24, 2023 Domain Adaptation Image Segmentation
— Unverified SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings Jul 23, 2023 3D Shape Reconstruction Image Segmentation
Code Code Available Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation Jul 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation Jul 22, 2023 Active Learning Image Segmentation
Code Code Available DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation Jul 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Learning to Segment from Noisy Annotations: A Spatial Correction Approach Jul 21, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation Jul 21, 2023 Diagnostic Image Segmentation
— Unverified Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation Jul 21, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Confidence Intervals for Performance Estimates in Brain MRI Segmentation Jul 20, 2023 Brain Tumor Segmentation Hippocampus
— Unverified Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning Jul 19, 2023 Contrastive Learning Domain Adaptation
Code Code Available Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation Jul 18, 2023 Domain Generalization Image Segmentation
Code Code Available EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation Jul 18, 2023 Image Segmentation Medical Image Segmentation
— Unverified EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation Jul 17, 2023 Decoder Image Segmentation
Code Code Available Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation Jul 14, 2023 Adversarial Attack Deep Learning
Code Code Available Challenge Results Are Not Reproducible Jul 14, 2023 Benchmarking Image Segmentation
— Unverified DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation Jul 13, 2023 Image Segmentation Medical Image Analysis
— Unverified RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp Segmentation Jul 12, 2023 Decoder Medical Image Segmentation
Code Code Available Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation Jul 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis Jul 12, 2023 Diagnostic Medical Image Segmentation
— Unverified Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video Segmentation Jul 12, 2023 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 Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images Jul 8, 2023 Image Segmentation Medical Image Segmentation
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