Feature Alignment and Uniformity for Test Time Adaptation Mar 20, 2023 Domain Generalization Image Segmentation
Code Code Available 5 CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation Jun 9, 2024 Cardiac Segmentation Decoder
Code Code Available 5 Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Feb 8, 2021 Image Segmentation Medical Image Analysis
Code Code Available 5 A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation Nov 26, 2021 Brain Tumor Segmentation Decoder
Code Code Available 5 FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation Mar 31, 2021 Hard Attention Image Segmentation
Code Code Available 5 ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image Segmentation Sep 9, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 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 5 Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network Nov 5, 2021 Camouflaged Object Segmentation Image Segmentation
Code Code Available 5 Contrastive Registration for Unsupervised Medical Image Segmentation Nov 17, 2020 Contrastive Learning Image Segmentation
Code Code Available 5 A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models Aug 30, 2023 Denoising Image Segmentation
Code Code Available 5 FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling Nov 3, 2023 Fairness Image Segmentation
Code Code Available 5 Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures Aug 18, 2022 Anatomy Contrastive Learning
Code Code Available 5 Contrastive learning of global and local features for medical image segmentation with limited annotations Jun 18, 2020 Contrastive Learning Data Augmentation
Code Code Available 5 FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Jul 11, 2024 Domain Adaptation Fairness
Code Code Available 5 False Negative/Positive Control for SAM on Noisy Medical Images Aug 20, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 FastGeodis: Fast Generalised Geodesic Distance Transform Jul 26, 2022 CPU GPU
Code Code Available 5 FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise Dec 20, 2023 Federated Learning Image Segmentation
Code Code Available 5 EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices Oct 19, 2024 Decoder Image Segmentation
Code Code Available 5 Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation Mar 2, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 Contextual Attention Network: Transformer Meets U-Net Mar 2, 2022 Articles Image Segmentation
Code Code Available 5 Evidence fusion with contextual discounting for multi-modality medical image segmentation Jun 23, 2022 Decoder Image Segmentation
Code Code Available 5 Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models Aug 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation Jun 14, 2019 image-classification Image Classification
Code Code Available 5 Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available 5 Medical Image Segmentation via Unsupervised Convolutional Neural Network Jan 28, 2020 Image Segmentation Medical Image Segmentation
Code Code Available 5 An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation Jul 3, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation Mar 16, 2022 Hippocampus Image Segmentation
Code Code Available 5 Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty Jan 1, 2023 Computational Efficiency Image Segmentation
Code Code Available 5 Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation Jun 28, 2020 Anatomy Image Segmentation
Code Code Available 5 A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation Apr 5, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 Enhancing surgical instrument segmentation: integrating vision transformer insights with adapter May 8, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Conditional diffusion model with spatial attention and latent embedding for medical image segmentation Feb 10, 2025 Hippocampus Image Segmentation
Code Code Available 5 Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation Jan 21, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning Mar 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation Jun 6, 2023 Denoising Image Generation
Code Code Available 5 A Deep Learning-based Quality Assessment and Segmentation System with a Large-scale Benchmark Dataset for Optical Coherence Tomographic Angiography Image Jul 22, 2021 Image Quality Assessment Medical Image Segmentation
Code Code Available 5 Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation Jul 21, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels Mar 3, 2022 Anomaly Detection Cardiac Segmentation
Code Code Available 5 3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation Sep 4, 2019 image-classification Image Classification
Code Code Available 5 Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 5 Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI Dec 13, 2021 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation Feb 24, 2022 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space Mar 10, 2021 Domain Generalization Federated Learning
Code Code Available 5 Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges Jul 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models Jun 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Oct 19, 2023 Data Augmentation Image Generation
Code Code Available 5 COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation Jul 22, 2023 Active Learning Image Segmentation
Code Code Available 5 Coarse-to-Fine Covid-19 Segmentation via Vision-Language Alignment Mar 1, 2023 Medical Image Segmentation Segmentation
Code Code Available 5 ColonFormer: An Efficient Transformer based Method for Colon Polyp Segmentation May 17, 2022 Decoder Medical Image Segmentation
Code Code Available 5 EffiDec3D: An Optimized Decoder for High-Performance and Efficient 3D Medical Image Segmentation Jan 1, 2025 Decoder Image Segmentation
Code Code Available 5 