Semantic Image Segmentation: Two Decades of Research Feb 13, 2023 Domain Adaptation Domain Generalization
— Unverified RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget Feb 13, 2023 Image Segmentation Medical Diagnosis
— Unverified Multi-Modal Evaluation Approach for Medical Image Segmentation Feb 8, 2023 Image Segmentation Medical Image Segmentation
— Unverified A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation Feb 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Improving CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation Feb 7, 2023 Data Augmentation Image Segmentation
— Unverified Selecting the Best Optimizers for Deep Learning based Medical Image Segmentation Feb 5, 2023 Image Segmentation Medical Image Segmentation
— Unverified Weakly-Supervised 3D Medical Image Segmentation using Geometric Prior and Contrastive Similarity Feb 4, 2023 Image Segmentation Medical Image Segmentation
— Unverified FCB-SwinV2 Transformer for Polyp Segmentation Feb 2, 2023 Medical Image Segmentation Segmentation
— Unverified Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans Feb 1, 2023 Continual Semantic Segmentation Decoder
— Unverified Continuous U-Net: Faster, Greater and Noiseless Feb 1, 2023 Benchmarking Decoder
— Unverified Estimation of mitral valve hinge point coordinates -- deep neural net for echocardiogram segmentation Jan 20, 2023 Feature Engineering GPU
— Unverified SegViz: A federated-learning based framework for multi-organ segmentation on heterogeneous data sets with partial annotations Jan 17, 2023 Federated Learning Image Segmentation
— Unverified TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation Jan 16, 2023 Active Learning Image Segmentation
Code Code Available ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation Jan 12, 2023 Image Segmentation Medical Image Segmentation
— Unverified A new dataset for measuring the performance of blood vessel segmentation methods under distribution shifts Jan 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available RUPNet: Residual upsampling network for real-time polyp segmentation Jan 6, 2023 Decoder Medical Image Segmentation
— Unverified Finding the Most Transferable Tasks for Brain Image Segmentation Jan 3, 2023 Brain Image Segmentation Image Segmentation
— Unverified Learning Confident Classifiers in the Presence of Label Noise Jan 2, 2023 Image Segmentation Medical Image Segmentation
— Unverified Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans Jan 1, 2023 Continual Semantic Segmentation Decoder
— Unverified Informing selection of performance metrics for medical image segmentation evaluation using configurable synthetic errors Dec 30, 2022 Image Segmentation Medical Image Segmentation
— Unverified Annotation by Clicks: A Point-Supervised Contrastive Variance Method for Medical Semantic Segmentation Dec 17, 2022 Image Segmentation Medical Image Segmentation
— Unverified M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient Supervision Dec 14, 2022 Brain Tumor Segmentation Domain Adaptation
Code Code Available Efficient Bayesian Uncertainty Estimation for nnU-Net Dec 12, 2022 Image Segmentation Medical Image Segmentation
— Unverified Few-shot Medical Image Segmentation with Cycle-resemblance Attention Dec 7, 2022 Few-Shot Learning Image Segmentation
— Unverified ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging Data Dec 6, 2022 Brain Image Segmentation Image Registration
Code Code Available Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters Dec 1, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation Nov 28, 2022 Domain Adaptation Image Segmentation
— Unverified DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images Nov 25, 2022 Image Segmentation Medical Image Segmentation
— Unverified Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation Nov 17, 2022 feature selection Image Segmentation
— Unverified Convolutional neural networks for medical image segmentation Nov 17, 2022 Classification Image Segmentation
— Unverified A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning Nov 15, 2022 Image Segmentation Medical Image Segmentation
— Unverified Feedback Chain Network For Hippocampus Segmentation Nov 15, 2022 Decoder feature selection
— Unverified Spatially Exclusive Pasting: A General Data Augmentation for the Polyp Segmentation Nov 15, 2022 Data Augmentation Medical Image Segmentation
— Unverified Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation Nov 15, 2022 Clustering Contrastive Learning
— Unverified ConvFormer: Combining CNN and Transformer for Medical Image Segmentation Nov 15, 2022 Image Segmentation Medical Image Segmentation
— Unverified Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CT Nov 11, 2022 Image Segmentation Knowledge Distillation
Code Code Available Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation Nov 10, 2022 Image Segmentation Medical Image Analysis
— Unverified High-Resolution Boundary Detection for Medical Image Segmentation with Piece-Wise Two-Sample T-Test Augmented Loss Nov 4, 2022 Boundary Detection Image Segmentation
— Unverified Analysing the effectiveness of a generative model for semi-supervised medical image segmentation Nov 3, 2022 Decision Making Image Segmentation
— Unverified Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Nov 2, 2022 Domain Adaptation Image Segmentation
— Unverified Style Augmentation improves Medical Image Segmentation Nov 2, 2022 Data Augmentation Image Segmentation
— Unverified Exploring Structure-Wise Uncertainty for 3D Medical Image Segmentation Nov 1, 2022 Image Segmentation Medical Image Segmentation
— Unverified Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation Oct 31, 2022 Attribute Image Segmentation
— Unverified IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels Oct 28, 2022 Image Segmentation Inductive Bias
Code Code Available FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation Oct 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation Oct 27, 2022 Conditional Image Generation Denoising
— Unverified UNet-2022: Exploring Dynamics in Non-isomorphic Architecture Oct 27, 2022 Image Segmentation Lesion Segmentation
— Unverified Super-Resolution Based Patch-Free 3D Image Segmentation with High-Frequency Guidance Oct 26, 2022 Computed Tomography (CT) GPU
Code Code Available How precise are performance estimates for typical medical image segmentation tasks? Oct 26, 2022 Image Segmentation Medical Image Segmentation
— Unverified IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Oct 26, 2022 Contrastive Learning Image Segmentation
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