A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis Aug 12, 2020 3D Medical Imaging Segmentation Brain Image Segmentation
Code Code Available 0Transfer Learning in Polyp and Endoscopic Tool Segmentation from Colonoscopy Images Nov 16, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 0Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Feb 21, 2019 Image Segmentation Medical Image Segmentation
Code Code Available 0A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder Dec 9, 2024 Decoder Image Segmentation
Code Code Available 0Semi-supervised Medical Image Segmentation via Query Distribution Consistency Nov 21, 2023 Decoder Image Segmentation
Code Code Available 0Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective Feb 2, 2025 Fairness Image Segmentation
Code Code Available 0Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation May 30, 2025 Domain Adaptation Image Segmentation
Code Code Available 0Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation Oct 29, 2021 Benchmarking Brain Tumor Segmentation
Code Code Available 0Transformer-based Annotation Bias-aware Medical Image Segmentation Jun 2, 2023 Decoder Image Segmentation
Code Code Available 0A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation Apr 16, 2020 Decoder Image Segmentation
Code Code Available 0Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Aug 7, 2024 Data Augmentation Image Reconstruction
Code Code Available 0Boundary-aware Context Neural Network for Medical Image Segmentation May 3, 2020 Image Segmentation Medical Image Segmentation
Code Code Available 0SeqSAM: Autoregressive Multiple Hypothesis Prediction for Medical Image Segmentation using SAM Mar 12, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 0Discriminative features pyramid network for medical image segmentation Apr 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation May 2, 2021 Medical Image Segmentation Segmentation
Code Code Available 0Machine learning approach for segmenting glands in colon histology images using local intensity and texture features May 15, 2019 BIG-bench Machine Learning Colorectal Gland Segmentation:
Code Code Available 0AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical Knowledge Oct 7, 2023 Anatomy Computed Tomography (CT)
Code Code Available 0SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation Dec 20, 2024 Auxiliary Learning Image Segmentation
Code Code Available 0Discriminative features pyramid network for medical image segmentation Apr 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentation May 14, 2024 Data Augmentation Image Segmentation
Code Code Available 0Boosting Medical Image Segmentation Performance with Adaptive Convolution Layer Apr 17, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0Shape-intensity knowledge distillation for robust medical image segmentation Sep 26, 2024 Image Segmentation Knowledge Distillation
Code Code Available 0UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering Nov 4, 2024 Clustering Graph Attention
Code Code Available 0Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data Sep 20, 2019 Benchmarking Ensemble Learning
Code Code Available 0DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation Mar 29, 2021 GPU Image Segmentation
Code Code Available 0Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification Nov 17, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 0Shortcut Learning in Medical Image Segmentation Mar 11, 2024 image-classification Image Classification
Code Code Available 0BlazeNeo: Blazing fast polyp segmentation and neoplasm detection Feb 28, 2022 Computational Efficiency Medical Image Analysis
Code Code Available 0Unsupervised bias discovery in medical image segmentation Sep 1, 2023 Fairness Image Segmentation
Code Code Available 0Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation Aug 7, 2023 Dimensionality Reduction Image Segmentation
Code Code Available 0Blackbox Adaptation for Medical Image Segmentation May 17, 2024 Decoder Image Segmentation
Code Code Available 0Simple is what you need for efficient and accurate medical image segmentation Jun 16, 2025 feature selection Image Segmentation
Code Code Available 0SimSAM: Zero-shot Medical Image Segmentation via Simulated Interaction Jun 2, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0Dilated-UNet: A Fast and Accurate Medical Image Segmentation Approach using a Dilated Transformer and U-Net Architecture Apr 22, 2023 Decoder Diagnostic
Code Code Available 0DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Jul 17, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 0Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical Imaging Dec 4, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation Feb 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 0Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling Oct 20, 2023 Decoder Image Segmentation
Code Code Available 0On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice Jun 13, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 0On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task Jul 6, 2017 3D Medical Imaging Segmentation Image Segmentation
Code Code Available 0Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation Mar 11, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data Jul 27, 2023 Brain Image Segmentation Image Registration
Code Code Available 0TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation Sep 23, 2024 Decoder Image Segmentation
Code Code Available 0On the relationship between calibrated predictors and unbiased volume estimation Dec 23, 2021 Active Learning Image Segmentation
Code Code Available 0Skull stripping with purely synthetic data May 12, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 0One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor Segmentation Jun 5, 2019 Brain Tumor Segmentation Image Segmentation
Code Code Available 0Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network Nov 21, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation Aug 28, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 0Opinions Vary? Diagnosis First! Feb 14, 2022 Medical Image Segmentation Segmentation
Code Code Available 0Auto-nnU-Net: Towards Automated Medical Image Segmentation May 22, 2025 AutoML Computational Efficiency
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