Active learning for medical image segmentation with stochastic batches Jan 18, 2023 Active Learning Diversity
Code Code Available 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 Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation Jan 17, 2023 Decoder Image Segmentation
Code Code Available TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation Jan 16, 2023 Active Learning Image Segmentation
Code Code Available RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation Jan 13, 2023 Contrastive Learning Image Segmentation
Code Code Available Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation Jan 12, 2023 Image Segmentation Medical 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 pyssam -- a Python library for statistical modelling of biomedical shape and appearance Jan 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation Jan 11, 2023 Image Segmentation Left Atrium Segmentation
Code Code Available The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge Jan 9, 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 Medical Image Segmentation via Cascaded Attention Decoding Jan 3, 2023 Decoder Image Segmentation
Code Code Available 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 CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation Jan 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation Jan 1, 2023 Colorectal Gland Segmentation: Contrastive Learning
Code Code Available MCF: Mutual Correction Framework for Semi-Supervised Medical Image Segmentation Jan 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty Jan 1, 2023 Computational Efficiency Image Segmentation
Code Code Available Informing selection of performance metrics for medical image segmentation evaluation using configurable synthetic errors Dec 30, 2022 Image Segmentation Medical Image Segmentation
— Unverified MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery Dec 29, 2022 Anatomy Data Augmentation
Code Code Available DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation Dec 27, 2022 Image Segmentation Lesion Segmentation
Code Code Available DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation Dec 21, 2022 Image Segmentation Lesion Segmentation
Code Code Available Segmentation Ability Map: Interpret deep features for medical image segmentation Dec 19, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation Dec 19, 2022 Decoder Image Segmentation
Code Code Available 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 UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation Dec 8, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 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 LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Dec 5, 2022 Domain Adaptation Image Segmentation
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 Medical Image Segmentation Review: The success of U-Net Nov 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation Nov 27, 2022 Data Augmentation Diversity
Code Code Available 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 CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Nov 22, 2022 Disentanglement Domain Generalization
Code Code Available ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation Nov 21, 2022 Domain Adaptation Image Segmentation
Code Code Available Convolutional neural networks for medical image segmentation Nov 17, 2022 Classification Image Segmentation
— Unverified Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation Nov 17, 2022 feature selection Image Segmentation
— Unverified Prompt Tuning for Parameter-efficient Medical Image Segmentation Nov 16, 2022 Image Segmentation Medical Image Segmentation
Code Code Available ConvFormer: Combining CNN and Transformer for Medical Image Segmentation Nov 15, 2022 Image Segmentation Medical Image Segmentation
— Unverified Spatially Exclusive Pasting: A General Data Augmentation for the Polyp Segmentation Nov 15, 2022 Data Augmentation Medical 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 Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation Nov 15, 2022 Clustering Contrastive Learning
— Unverified Feedback Chain Network For Hippocampus Segmentation Nov 15, 2022 Decoder feature selection
— Unverified Learning from partially labeled data for multi-organ and tumor segmentation Nov 13, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 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 