Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation Mar 23, 2023 Image Segmentation Medical Image Segmentation
Code Code Available MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization Mar 22, 2023 Anatomy Disentanglement
Code Code Available Feature Alignment and Uniformity for Test Time Adaptation Mar 20, 2023 Domain Generalization Image Segmentation
Code Code Available HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation Mar 18, 2023 Contrastive Learning Image Segmentation
Code Code Available Prototype Knowledge Distillation for Medical Segmentation with Missing Modality Mar 17, 2023 Image Segmentation Knowledge Distillation
Code Code Available MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Mar 16, 2023 Domain Adaptation Domain Generalization
Code Code Available TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing Mar 13, 2023 Benchmarking Decoder
Code Code Available Scaling Up 3D Kernels with Bayesian Frequency Re-parameterization for Medical Image Segmentation Mar 10, 2023 Computational Efficiency Image Segmentation
Code Code Available Coarse-to-Fine Covid-19 Segmentation via Vision-Language Alignment Mar 1, 2023 Medical Image Segmentation Segmentation
Code Code Available Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation Feb 22, 2023 Decoder Image Segmentation
Code Code Available A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Feb 22, 2023 Image Segmentation Image Super-Resolution
Code Code Available Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation Feb 13, 2023 Diagnostic Image Segmentation
Code Code Available Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis Feb 11, 2023 Contrastive Learning Image Segmentation
Code Code Available Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation Feb 8, 2023 Image Segmentation Medical Image Analysis
Code Code Available Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata Feb 7, 2023 Hippocampus Image Generation
Code Code Available Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective Feb 3, 2023 Contrastive Learning Image Segmentation
Code Code Available Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image Segmentation Feb 2, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach Jan 25, 2023 Image Segmentation Lesion Segmentation
Code Code Available Active learning for medical image segmentation with stochastic batches Jan 18, 2023 Active Learning Diversity
Code Code Available Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation Jan 17, 2023 Decoder 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 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 Medical Image Segmentation via Cascaded Attention Decoding Jan 3, 2023 Decoder 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 CauSSL: Causality-inspired Semi-supervised Learning for 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 MCF: Mutual Correction Framework for Semi-Supervised Medical Image Segmentation Jan 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 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 LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Dec 5, 2022 Domain Adaptation 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 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 Prompt Tuning for Parameter-efficient Medical Image Segmentation Nov 16, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Learning from partially labeled data for multi-organ and tumor segmentation Nov 13, 2022 Image Segmentation Medical Image Segmentation
Code Code Available MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation Nov 3, 2022 Image Segmentation Lesion Segmentation
Code Code Available Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation Oct 30, 2022 Image Segmentation Lesion Segmentation
Code Code Available MEW-UNet: Multi-axis representation learning in frequency domain for medical image segmentation Oct 25, 2022 Image Segmentation Medical Image Segmentation
Code Code Available MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data Oct 24, 2022 Image Segmentation Medical Image Segmentation
Code Code Available CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network Oct 24, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation Oct 20, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Optimizing Vision Transformers for Medical Image Segmentation Oct 14, 2022 Domain Adaptation Image Segmentation
Code Code Available Benchmarking saliency methods for chest X-ray interpretation Oct 10, 2022 Benchmarking Decision Making
Code Code Available PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation Sep 30, 2022 Image Segmentation Medical Image Segmentation
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