Browse State-of-the-Art › Medical Image Segmentation › Papers, page 14
Medical Image Segmentation
Papers archive 2025-07-28
archive papers tagged: 2,089 · with a code link: 1,080 · where Syntology ran a sample: 190 (164 with a run with no instrument failure, 26 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (190 of 2,089 tagged: 164 with a run with no instrument failure, 26 where every run was a failure of Syntology's instrument)
Page 14 of 21: papers 1,301 to 1,400 of 2,089, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation19 Sep 2024 0 repositories listed
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Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection18 Sep 2024 0 repositories listed
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World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography18 Sep 2024 0 repositories listed
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Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning17 Sep 2024 0 repositories listed
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Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image Segmentation16 Sep 2024 0 repositories listed
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Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis15 Sep 2024 0 repositories listed
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D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation13 Sep 2024 0 repositories listed
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Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition13 Sep 2024 0 repositories listed
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Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images13 Sep 2024 0 repositories listed
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Effective Segmentation of Post-Treatment Gliomas Using Simple Approaches: Artificial Sequence Generation and Ensemble Models12 Sep 2024 0 repositories listed
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FIF-UNet: An Efficient UNet Using Feature Interaction and Fusion for Medical Image Segmentation9 Sep 2024 0 repositories listed
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SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching9 Sep 2024 0 repositories listed
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Deep Self-Cleansing for Medical Image Segmentation with Noisy Labels8 Sep 2024 0 repositories listed
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Boundary feature fusion network for tooth image segmentation6 Sep 2024 0 repositories listed
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TBConvL-Net: A Hybrid Deep Learning Architecture for Robust Medical Image Segmentation5 Sep 2024 0 repositories listed
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TG-LMM: Enhancing Medical Image Segmentation Accuracy through Text-Guided Large Multi-Modal Model5 Sep 2024 0 repositories listed
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Coupling AI and Citizen Science in Creation of Enhanced Training Dataset for Medical Image Segmentation4 Sep 2024 0 repositories listed
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TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation3 Sep 2024 0 repositories listed
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A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis2 Sep 2024 0 repositories listed
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MedSAM-U: Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM2 Sep 2024 0 repositories listed
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Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging30 Aug 2024 0 repositories listed
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Generalization Capabilities of Neural Cellular Automata for Medical Image Segmentation: A Robust and Lightweight Approach28 Aug 2024 0 repositories listed
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Few-Shot 3D Volumetric Segmentation with Multi-Surrogate Fusion26 Aug 2024 0 repositories listed
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ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation26 Aug 2024 0 repositories listed
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CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation25 Aug 2024 0 repositories listed
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PAM: A Propagation-Based Model for Segmenting Any 3D Objects across Multi-Modal Medical Images25 Aug 2024 0 repositories listed
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Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation24 Aug 2024 0 repositories listed
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From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels23 Aug 2024 0 repositories listed
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MedMAP: Promoting Incomplete Multi-modal Brain Tumor Segmentation with Alignment18 Aug 2024 0 repositories listed
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Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models16 Aug 2024 0 repositories listed
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Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images12 Aug 2024 0 repositories listed
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Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models12 Aug 2024 0 repositories listed
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Is SAM 2 Better than SAM in Medical Image Segmentation?8 Aug 2024 0 repositories listed
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Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM28 Aug 2024 0 repositories listed
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Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation8 Aug 2024 0 repositories listed
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MedUHIP: Towards Human-In-the-Loop Medical Segmentation3 Aug 2024 0 repositories listed
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Challenge Summary U-MedSAM: Uncertainty-aware MedSAM for Medical Image Segmentation3 Aug 2024 0 repositories listed
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Adaptive Mix for Semi-Supervised Medical Image Segmentation31 Jul 2024 0 repositories listed
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Robust Box Prompt based SAM for Medical Image Segmentation31 Jul 2024 0 repositories listed
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Distribution-Aware Replay for Continual MRI Segmentation30 Jul 2024 0 repositories listed
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Dense Self-Supervised Learning for Medical Image Segmentation29 Jul 2024 0 repositories listed
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Channel Boosted CNN-Transformer-based Multi-Level and Multi-Scale Nuclei Segmentation27 Jul 2024 0 repositories listed
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Few-Shot Medical Image Segmentation with Large Kernel Attention27 Jul 2024 0 repositories listed
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How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation26 Jul 2024 0 repositories listed
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24 Jul 2024 0 repositories listed
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Navigating Uncertainty in Medical Image Segmentation23 Jul 2024 0 repositories listed
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FDiff-Fusion:Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation22 Jul 2024 0 repositories listed
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MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM21 Jul 2024 0 repositories listed
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Efficient In-Context Medical Segmentation with Meta-driven Visual Prompt Selection15 Jul 2024 0 repositories listed
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Enhancing Semantic Segmentation with Adaptive Focal Loss: A Novel Approach13 Jul 2024 0 repositories listed
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SliceMamba with Neural Architecture Search for Medical Image Segmentation11 Jul 2024 0 repositories listed
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S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation10 Jul 2024 0 repositories listed
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Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion Models7 Jul 2024 0 repositories listed
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Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation6 Jul 2024 0 repositories listed
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SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation6 Jul 2024 0 repositories listed
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Semi-Supervised Segmentation via Embedding Matching5 Jul 2024 0 repositories listed
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pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation29 Jun 2024 0 repositories listed
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Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation27 Jun 2024 0 repositories listed
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Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO27 Jun 2024 0 repositories listed
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Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and Visualization24 Jun 2024 0 repositories listed
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Self-Supervised Alignment Learning for Medical Image Segmentation22 Jun 2024 0 repositories listed
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21 Jun 2024 0 repositories listed
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FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation20 Jun 2024 0 repositories listed
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Trusting Semantic Segmentation Networks20 Jun 2024 0 repositories listed
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Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation19 Jun 2024 0 repositories listed
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An Empirical Study on the Fairness of Foundation Models for Multi-Organ Image Segmentation18 Jun 2024 0 repositories listed
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Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes17 Jun 2024 0 repositories listed
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Boosting Medical Image Classification with Segmentation Foundation Model16 Jun 2024 0 repositories listed
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Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation15 Jun 2024 0 repositories listed
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Prototype Correlation Matching and Class-Relation Reasoning for Few-Shot Medical Image Segmentation7 Jun 2024 0 repositories listed
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Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation5 Jun 2024 0 repositories listed
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Interactive Image Selection and Training for Brain Tumor Segmentation Network5 Jun 2024 0 repositories listed
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Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation4 Jun 2024 0 repositories listed
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Improving Segment Anything on the Fly: Auxiliary Online Learning and Adaptive Fusion for Medical Image Segmentation3 Jun 2024 0 repositories listed
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CRIS: Collaborative Refinement Integrated with Segmentation for Polyp Segmentation30 May 2024 0 repositories listed
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FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms28 May 2024 0 repositories listed
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Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images27 May 2024 0 repositories listed
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FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation26 May 2024 0 repositories listed
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A Classifier-Free Incremental Learning Framework for Scalable Medical Image Segmentation25 May 2024 0 repositories listed
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A temporal enhanced semi-supervised segmentation network for needle detection in 3D ultrasound images21 May 2024 0 repositories listed
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Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation20 May 2024 0 repositories listed
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Rethinking Barely-Supervised Volumetric Medical Image Segmentation from an Unsupervised Domain Adaptation Perspective16 May 2024 0 repositories listed
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Towards Clinician-Preferred Segmentation: Leveraging Human-in-the-Loop for Test Time Adaptation in Medical Image Segmentation14 May 2024 0 repositories listed
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Support-Query Prototype Fusion Network for Few-shot Medical Image Segmentation13 May 2024 0 repositories listed
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Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation12 May 2024 0 repositories listed
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HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation8 May 2024 0 repositories listed
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Lumbar Spine Tumor Segmentation and Localization in T2 MRI Images Using AI7 May 2024 0 repositories listed
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DmADs-Net: Dense multiscale attention and depth-supervised network for medical image segmentation1 May 2024 0 repositories listed
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Segmentation Quality and Volumetric Accuracy in Medical Imaging27 Apr 2024 0 repositories listed
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DiffSeg: A Segmentation Model for Skin Lesions Based on Diffusion Difference25 Apr 2024 0 repositories listed
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Discriminative features pyramid network for medical image segmentation25 Apr 2024 0 repositories listed
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Semantic Segmentation Refiner for Ultrasound Applications with Zero-Shot Foundation Models25 Apr 2024 0 repositories listed
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Mitigating False Predictions In Unreasonable Body Regions24 Apr 2024 0 repositories listed
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CFPFormer: Feature-pyramid like Transformer Decoder for Segmentation and Detection23 Apr 2024 0 repositories listed
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PEMMA: Parameter-Efficient Multi-Modal Adaptation for Medical Image Segmentation21 Apr 2024 0 repositories listed
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Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models20 Apr 2024 0 repositories listed
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ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images19 Apr 2024 0 repositories listed
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Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation18 Apr 2024 0 repositories listed
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Mixed Prototype Consistency Learning for Semi-supervised Medical Image Segmentation16 Apr 2024 0 repositories listed
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Q2A: Querying Implicit Fully Continuous Feature Pyramid to Align Features for Medical Image Segmentation15 Apr 2024 0 repositories listed