Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation May 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 25 Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers Dec 31, 2020 Decoder Medical Image Segmentation
Code Code Available 25 Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation May 9, 2025 Image Generation Image Segmentation
Code Code Available 25 Recent Advances in Medical Imaging Segmentation: A Survey May 14, 2025 Domain Adaptation Few-Shot Learning
Code Code Available 25 SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation Jun 21, 2024 Decoder Image Segmentation
Code Code Available 25 MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation Sep 4, 2024 Image Segmentation Lesion Segmentation
Code Code Available 25 MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model Oct 8, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 25 ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation Feb 3, 2024 Decoder Image Segmentation
Code Code Available 25 Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention May 10, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 25 MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation Mar 17, 2023 Decoder Image Segmentation
Code Code Available 25 Segmentation Loss Odyssey May 27, 2020 Image Segmentation Medical Image Segmentation
Code Code Available 25 BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation Jan 1, 2024 Decoder Image Segmentation
Code Code Available 25 Medical Image Segmentation Review: The success of U-Net Nov 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 25 MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation Sep 28, 2024 Image Segmentation Medical Image Analysis
Code Code Available 25 Medical Image Segmentation with Domain Adaptation: A Survey Nov 3, 2023 Domain Adaptation Image Segmentation
Code Code Available 25 3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation Sep 29, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 25 mAIstro: 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 25 MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention Dec 14, 2023 Image Segmentation Lesion Segmentation
Code Code Available 25 LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation Apr 7, 2024 Computational Efficiency Image Segmentation
Code Code Available 25 Ambiguous Medical Image Segmentation using Diffusion Models Apr 10, 2023 Diagnostic Diversity
Code Code Available 25 Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation Dec 18, 2024 Image Segmentation Knowledge Distillation
Code Code Available 25 MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation Mar 29, 2024 Image Segmentation Medical Image Analysis
Code Code Available 25 MSA^2Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation Jul 31, 2024 Decoder Image Segmentation
Code Code Available 25 HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation Aug 21, 2024 Image Segmentation Mamba
Code Code Available 25 HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Jul 3, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 25 Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes Aug 30, 2024 Deep Learning Image Segmentation
Code Code Available 25 RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuning Sep 6, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 25 Generative Medical Segmentation Mar 27, 2024 Decoder Domain Generalization
Code Code Available 25 H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation Mar 20, 2024 Image Segmentation Lesion Segmentation
Code Code Available 25 ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation Jul 19, 2024 Decoder Image Segmentation
Code Code Available 25 MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation Framework Jul 31, 2024 3D Medical Imaging Segmentation Medical Image Segmentation
Code Code Available 25 Leveraging 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 25 LViT: Language meets Vision Transformer in Medical Image Segmentation Jun 29, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 25 M^2SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation Mar 20, 2023 Computed Tomography (CT) Decoder
Code Code Available 25 3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation Jun 23, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 25 FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation Dec 12, 2024 Cross-Domain Few-Shot Domain Generalization
Code Code Available 25 Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation May 1, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 25 EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation Sep 26, 2024 Image Segmentation Mamba
Code Code Available 25 A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Feb 28, 2022 Image Segmentation Inductive Bias
Code Code Available 25 FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation Mar 8, 2024 Federated Learning Image Segmentation
Code Code Available 25 BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation Feb 13, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 25 A generalizable 3D framework and model for self-supervised learning in medical imaging Jan 20, 2025 Medical Image Segmentation Self-Supervised Learning
Code Code Available 25 Merging Context Clustering with Visual State Space Models for Medical Image Segmentation Jan 3, 2025 Clustering Image Segmentation
Code Code Available 25 MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset Jun 29, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 25 DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation Jul 13, 2024 Denoising Image Segmentation
Code Code Available 25 Diversified and Personalized Multi-rater Medical Image Segmentation Mar 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 25 Multimodal Information Interaction for Medical Image Segmentation Apr 25, 2024 Heart Segmentation Image Segmentation
Code Code Available 25 Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation Dec 23, 2023 Decoder Image Segmentation
Code Code Available 25 PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation Jan 15, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 25 AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation Mar 29, 2024 Image Segmentation Medical Image Segmentation
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