AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation Aug 28, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars Aug 27, 2023 Brain Tumor Segmentation Image Segmentation
— Unverified PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation Aug 26, 2023 Image Segmentation Medical Image Segmentation
— Unverified Tumor-Centered Patching for Enhanced Medical Image Segmentation Aug 23, 2023 Computational Efficiency Image Segmentation
— Unverified Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders Aug 21, 2023 Image Segmentation Medical Image Segmentation
— Unverified LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation Aug 17, 2023 Data Augmentation Diversity
Code Code Available Hierarchical Uncertainty Estimation for Medical Image Segmentation Networks Aug 16, 2023 Image Segmentation Medical Image Segmentation
— Unverified Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic Segmentation Aug 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available DSFNet: Dual-GCN and Location-fused Self-attention with Weighted Fast Normalized Fusion for Polyps Segmentation Aug 15, 2023 Brain Tumor Segmentation Decoder
Code Code Available How 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 Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation Aug 14, 2023 Image Segmentation Lesion Segmentation
Code Code Available CEmb-SAM: Segment Anything Model with Condition Embedding for Joint Learning from Heterogeneous Datasets Aug 14, 2023 Diagnostic Image Segmentation
— Unverified CATS v2: Hybrid encoders for robust medical segmentation Aug 11, 2023 Domain Adaptation 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 Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation Aug 7, 2023 Dimensionality Reduction Image Segmentation
Code Code Available 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 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 Push the Boundary of SAM: A Pseudo-label Correction Framework for Medical Segmentation Aug 2, 2023 Image Segmentation Medical Image Segmentation
— Unverified 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 Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation Aug 2, 2023 image-classification Image Classification
— Unverified Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation Aug 1, 2023 Benchmarking Brain Tumor Segmentation
— Unverified Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training Jul 31, 2023 Domain Adaptation Image Segmentation
Code Code Available Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging Jul 31, 2023 Image Segmentation Informativeness
— Unverified A hybrid approach for improving U-Net variants in medical image segmentation Jul 31, 2023 Image Segmentation Lesion Segmentation
— Unverified 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 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 SL: Stable Learning in Source-Free Domain Adaption for Medical Image Segmentation Jul 24, 2023 Domain Adaptation Image Segmentation
— Unverified Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment Jul 24, 2023 Image Segmentation Medical 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 Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation Jul 21, 2023 Diagnostic Image Segmentation
— Unverified Confidence Intervals for Performance Estimates in Brain MRI Segmentation Jul 20, 2023 Brain Tumor Segmentation Hippocampus
— Unverified EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation Jul 18, 2023 Image Segmentation Medical Image Segmentation
— Unverified 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 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 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 3D Medical Image Segmentation based on multi-scale MPU-Net Jul 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Empirical Analysis of a Segmentation Foundation Model in Prostate Imaging Jul 6, 2023 Image Segmentation Medical Image Segmentation
— Unverified Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation Jul 6, 2023 Decoder Image Segmentation
Code Code Available SegNetr: Rethinking the local-global interactions and skip connections in U-shaped networks Jul 6, 2023 Decoder Image Segmentation
— Unverified Source Identification: A Self-Supervision Task for Dense Prediction Jul 5, 2023 blind source separation Brain Tumor Segmentation
— Unverified ToothSegNet: Image Degradation meets Tooth Segmentation in CBCT Images Jul 5, 2023 Decoder Image Segmentation
— Unverified Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation Jul 2, 2023 Domain Adaptation Image Segmentation
— Unverified Multiscale Progressive Text Prompt Network for Medical Image Segmentation Jun 30, 2023 Contrastive Learning Image Segmentation
— Unverified 