Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation Apr 9, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 2Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation? Jun 24, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 2MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation Aug 25, 2024 Image Segmentation Mamba
Code Code Available 2ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement Dec 11, 2024 Decoder Image Segmentation
Code Code Available 2Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Apr 13, 2024 Domain Adaptation Image Segmentation
Code Code Available 2AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation Mar 29, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 2LViT: Language meets Vision Transformer in Medical Image Segmentation Jun 29, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 2Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation Aug 27, 2024 Camouflaged Object Segmentation Camouflaged Object Segmentation with a Single Task-generic Prompt
Code Code Available 2M^2SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation Mar 20, 2023 Computed Tomography (CT) Decoder
Code Code Available 2H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation Mar 20, 2024 Image Segmentation Lesion Segmentation
Code Code Available 2HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation Aug 21, 2024 Image Segmentation Mamba
Code Code Available 2UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection Feb 28, 2025 Anomaly Detection Image Classification
Code Code Available 2LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation Mar 12, 2024 Image Segmentation Long-range modeling
Code Code Available 2vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation Nov 26, 2024 Image Segmentation Medical Image Analysis
Code Code Available 2mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imaging Apr 30, 2025 AI Agent Classification
Code Code Available 2FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation Mar 8, 2024 Federated Learning Image Segmentation
Code Code Available 2EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation Sep 26, 2024 Image Segmentation Mamba
Code Code Available 2RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuning Sep 6, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 2Diversified and Personalized Multi-rater Medical Image Segmentation Mar 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 2Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Sep 21, 2022 Data Augmentation Domain Adaptation
Code Code Available 2Customized Segment Anything Model for Medical Image Segmentation Apr 26, 2023 Decoder Image Segmentation
Code Code Available 2DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion Mar 9, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 2Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes Aug 30, 2024 Deep Learning Image Segmentation
Code Code Available 2HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Jul 3, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 2Ambiguous Medical Image Segmentation using Diffusion Models Apr 10, 2023 Diagnostic Diversity
Code Code Available 2Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images Mar 21, 2025 Image Segmentation Mamba
Code Code Available 2Multimodal Information Interaction for Medical Image Segmentation Apr 25, 2024 Heart Segmentation Image Segmentation
Code Code Available 2Segmentation Loss Odyssey May 27, 2020 Image Segmentation Medical Image Segmentation
Code Code Available 2A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Feb 28, 2022 Image Segmentation Inductive Bias
Code Code Available 2Unified 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 1Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Nov 29, 2023 Data Augmentation Image Segmentation
Code Code Available 1ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Jun 16, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Active learning for medical image segmentation with stochastic batches Jan 18, 2023 Active Learning Diversity
Code Code Available 1Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion Feb 4, 2022 Computational Efficiency Image Registration
Code Code Available 1ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast Apr 5, 2023 Contrastive Learning Image Segmentation
Code Code Available 1A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation Mar 18, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 1CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation Jan 8, 2022 Brain Segmentation Domain Adaptation
Code Code Available 1A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Oct 9, 2023 Heart Segmentation Image Generation
Code Code Available 1MAPSeg: 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 1A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation Jul 11, 2021 Clustering Image Segmentation
Code Code Available 1Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation Apr 3, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation Jul 7, 2024 Decoder Image Segmentation
Code Code Available 1CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate Segmentation Jun 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1A context based deep learning approach for unbalanced medical image segmentation Jan 8, 2020 Deep Learning Image Segmentation
Code Code Available 1Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation Oct 8, 2023 Data Augmentation Image Segmentation
Code Code Available 1AI-SAM: Automatic and Interactive Segment Anything Model Dec 5, 2023 Medical Image Segmentation Semantic Segmentation
Code Code Available 1Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation Jan 11, 2023 Image Segmentation Left Atrium Segmentation
Code Code Available 1CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation Mar 4, 2021 Image Segmentation Inductive Bias
Code Code Available 1Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation Feb 8, 2022 Contrastive Learning Image Segmentation
Code Code Available 1A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation Jul 26, 2021 Medical Image Segmentation
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