Browse State-of-the-Art › Medical Image Segmentation › Papers, page 16

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 16 of 21: papers 1,501 to 1,600 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.

• Randomized Dimension Reduction with Statistical Guarantees
  3 Oct 2023 0 repositories listed
• Cross-adversarial local distribution regularization for semi-supervised medical image segmentation
  2 Oct 2023 0 repositories listed
• OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation
  24 Sep 2023 0 repositories listed
• FP-PET: Large Model, Multiple Loss And Focused Practice
  22 Sep 2023 0 repositories listed
• Performance Analysis of UNet and Variants for Medical Image Segmentation
  22 Sep 2023 0 repositories listed
• FourierLoss: Shape-Aware Loss Function with Fourier Descriptors
  21 Sep 2023 0 repositories listed
• Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training
  21 Sep 2023 0 repositories listed
• Image-level supervision and self-training for transformer-based cross-modality tumor segmentation
  17 Sep 2023 0 repositories listed
• GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels
  16 Sep 2023 0 repositories listed
• RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement
  14 Sep 2023 0 repositories listed
• Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation
  12 Sep 2023 0 repositories listed
• Medical Image Segmentation with Belief Function Theory and Deep Learning
  12 Sep 2023 0 repositories listed
• Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation
  12 Sep 2023 0 repositories listed
• AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation
  8 Sep 2023 0 repositories listed
• MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical Image Segmentation with Small Training Data
  7 Sep 2023 0 repositories listed
• Shape of my heart: Cardiac models through learned signed distance functions
  31 Aug 2023 0 repositories listed
• Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation
  28 Aug 2023 0 repositories listed
• Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars
  27 Aug 2023 0 repositories listed
• PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation
  26 Aug 2023 0 repositories listed
• Tumor-Centered Patching for Enhanced Medical Image Segmentation
  23 Aug 2023 0 repositories listed
• Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders
  21 Aug 2023 0 repositories listed
• Hierarchical Uncertainty Estimation for Medical Image Segmentation Networks
  16 Aug 2023 0 repositories listed
• CEmb-SAM: Segment Anything Model with Condition Embedding for Joint Learning from Heterogeneous Datasets
  14 Aug 2023 0 repositories listed
• How inter-rater variability relates to aleatoric and epistemic uncertainty: a case study with deep learning-based paraspinal muscle segmentation
  14 Aug 2023 0 repositories listed
• From CNN to Transformer: A Review of Medical Image Segmentation Models
  10 Aug 2023 0 repositories listed
• SegMatch: A semi-supervised learning method for surgical instrument segmentation
  9 Aug 2023 0 repositories listed
• Feature Decoupling-Recycling Network for Fast Interactive Segmentation
  7 Aug 2023 0 repositories listed
• Redesigning Out-of-Distribution Detection on 3D Medical Images
  7 Aug 2023 0 repositories listed
• Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation
  2 Aug 2023 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Push the Boundary of SAM: A Pseudo-label Correction Framework for Medical Segmentation
  2 Aug 2023 0 repositories listed
• Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation
  1 Aug 2023 0 repositories listed
• A hybrid approach for improving U-Net variants in medical image segmentation
  31 Jul 2023 0 repositories listed
• Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging
  31 Jul 2023 0 repositories listed
• Role of Image Acquisition and Patient Phenotype Variations in Automatic Segmentation Model Generalization
  26 Jul 2023 0 repositories listed
• Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation
  25 Jul 2023 0 repositories listed
• Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment
  24 Jul 2023 0 repositories listed
• SL: Stable Learning in Source-Free Domain Adaption for Medical Image Segmentation
  24 Jul 2023 0 repositories listed
• Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation
  21 Jul 2023 0 repositories listed
• Confidence Intervals for Performance Estimates in Brain MRI Segmentation
  20 Jul 2023 0 repositories listed
• EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation
  18 Jul 2023 0 repositories listed
• Challenge Results Are Not Reproducible
  14 Jul 2023 0 repositories listed
• DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation
  13 Jul 2023 0 repositories listed
• UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis
  12 Jul 2023 0 repositories listed
• Empirical Analysis of a Segmentation Foundation Model in Prostate Imaging
  6 Jul 2023 0 repositories listed
• SegNetr: Rethinking the local-global interactions and skip connections in U-shaped networks
  6 Jul 2023 0 repositories listed
• Source Identification: A Self-Supervision Task for Dense Prediction
  5 Jul 2023 0 repositories listed
• ToothSegNet: Image Degradation meets Tooth Segmentation in CBCT Images
  5 Jul 2023 0 repositories listed
• Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation
  2 Jul 2023 0 repositories listed
• Multiscale Progressive Text Prompt Network for Medical Image Segmentation
  30 Jun 2023 0 repositories listed
• MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation
  29 Jun 2023 0 repositories listed
• Chan-Vese Attention U-Net: An attention mechanism for robust segmentation
  28 Jun 2023 0 repositories listed
• Introducing A Novel Method For Adaptive Thresholding In Brain Tumor Medical Image Segmentation
  25 Jun 2023 0 repositories listed
• Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation
  25 Jun 2023 0 repositories listed
• Limitations of Out-of-Distribution Detection in 3D Medical Image Segmentation
  23 Jun 2023 0 repositories listed
• Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images
  21 Jun 2023 0 repositories listed
• Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder
  15 Jun 2023 0 repositories listed
• Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation
  15 Jun 2023 0 repositories listed
• C³PS: Context-aware Conditional Cross Pseudo Supervision for Semi-supervised Medical Image Segmentation
  14 Jun 2023 0 repositories listed
• M^2UNet: MetaFormer Multi-scale Upsampling Network for Polyp Segmentation
  14 Jun 2023 0 repositories listed
• SMC-UDA: Structure-Modal Constraint for Unsupervised Cross-Domain Renal Segmentation
  14 Jun 2023 0 repositories listed
• Compositionally Equivariant Representation Learning
  13 Jun 2023 0 repositories listed
• LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms
  9 Jun 2023 0 repositories listed
• Unsupervised augmentation optimization for few-shot medical image segmentation
  8 Jun 2023 0 repositories listed
• Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation
  7 Jun 2023 0 repositories listed
• Structurally Different Neural Network Blocks for the Segmentation of Atrial and Aortic Perivascular Adipose Tissue in Multi-centre CT Angiography Scans
  6 Jun 2023 0 repositories listed
• Modality-Agnostic Learning for Medical Image Segmentation Using Multi-modality Self-distillation
  6 Jun 2023 0 repositories listed
• Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image Segmentation of Head and Neck Cancer
  30 May 2023 0 repositories listed
• Scale-aware Super-resolution Network with Dual Affinity Learning for Lesion Segmentation from Medical Images
  30 May 2023 0 repositories listed
• Attention Mechanisms in Medical Image Segmentation: A Survey
  29 May 2023 0 repositories listed
• Trustworthy Deep Learning for Medical Image Segmentation
  27 May 2023 0 repositories listed
• Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation
  25 May 2023 0 repositories listed
• Deep Learning-based Bio-Medical Image Segmentation using UNet Architecture and Transfer Learning
  24 May 2023 0 repositories listed
• Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation
  20 May 2023 0 repositories listed
• An image segmentation algorithm based on multi-scale feature pyramid network
  18 May 2023 0 repositories listed
• SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation
  18 May 2023 0 repositories listed
• AI in the Loop -- Functionalizing Fold Performance Disagreement to Monitor Automated Medical Image Segmentation Pipelines
  15 May 2023 0 repositories listed
• Learning to Learn Unlearned Feature for Brain Tumor Segmentation
  13 May 2023 0 repositories listed
• Towards Generalizable Medical Image Segmentation with Pixel-wise Uncertainty Estimation
  13 May 2023 0 repositories listed
• Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation
  11 May 2023 0 repositories listed
• Unsupervised Domain Adaptation for Medical Image Segmentation via Feature-space Density Matching
  9 May 2023 0 repositories listed
• Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey
  5 May 2023 0 repositories listed
• Brain Tumor Segmentation from MRI Images using Deep Learning Techniques
  29 Apr 2023 0 repositories listed
• DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation
  28 Apr 2023 0 repositories listed
• SAM on Medical Images: A Comprehensive Study on Three Prompt Modes
  28 Apr 2023 0 repositories listed
• SCOPE: Structural Continuity Preservation for Medical Image Segmentation
  28 Apr 2023 0 repositories listed
• COSST: Multi-organ Segmentation with Partially Labeled Datasets Using Comprehensive Supervisions and Self-training
  27 Apr 2023 0 repositories listed
• SkinSAM: Empowering Skin Cancer Segmentation with Segment Anything Model
  27 Apr 2023 0 repositories listed
• FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation
  26 Apr 2023 0 repositories listed
• Mixing Data Augmentation with Preserving Foreground Regions in Medical Image Segmentation
  26 Apr 2023 0 repositories listed
• STM-UNet: An Efficient U-shaped Architecture Based on Swin Transformer and Multi-scale MLP for Medical Image Segmentation
  25 Apr 2023 0 repositories listed
• Few-shot Medical Image Segmentation via Cross-Reference Transformer
  19 Apr 2023 0 repositories listed
• Computer-Vision Benchmark Segment-Anything Model (SAM) in Medical Images: Accuracy in 12 Datasets
  18 Apr 2023 0 repositories listed
• When SAM Meets Medical Images: An Investigation of Segment Anything Model (SAM) on Multi-phase Liver Tumor Segmentation
  17 Apr 2023 0 repositories listed
• STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-training
  13 Apr 2023 0 repositories listed
• HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation
  10 Apr 2023 0 repositories listed
• SAM.MD: Zero-shot medical image segmentation capabilities of the Segment Anything Model
  10 Apr 2023 0 repositories listed
• Self-training with dual uncertainty for semi-supervised medical image segmentation
  10 Apr 2023 0 repositories listed
• Transformer Utilization in Medical Image Segmentation Networks
  9 Apr 2023 0 repositories listed
• Marginal Thresholding in Noisy Image Segmentation
  8 Apr 2023 0 repositories listed
• MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation
  8 Apr 2023 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.