Browse State-of-the-Art › Medical Image Segmentation › Papers, page 11

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 11 of 21: papers 1,001 to 1,100 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.

• A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis
  12 Aug 2020 1 repository listed
• Learning To Pay Attention To Mistakes
  29 Jul 2020 1 repository listed
• Learning Directional Feature Maps for Cardiac MRI Segmentation
  22 Jul 2020 1 repository listed
• Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation
  20 Jul 2020 1 repository listed
• On uncertainty estimation in active learning for image segmentation
  13 Jul 2020 1 repository listed Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified (of 18 harvested samples)
• Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation
  9 Jul 2020 1 repository listed
• MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts
  8 Jul 2020 1 repository listed
• Scribble-based Domain Adaptation via Co-segmentation
  7 Jul 2020 1 repository listed
• An Elastic Interaction-Based Loss Function for Medical Image Segmentation
  6 Jul 2020 1 repository listed
• Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation
  28 Jun 2020 1 repository listed
• Realistic Adversarial Data Augmentation for MR Image Segmentation
  23 Jun 2020 1 repository listed
• Contrastive learning of global and local features for medical image segmentation with limited annotations
  18 Jun 2020 1 repository listed
• Task-agnostic Out-of-Distribution Detection Using Kernel Density Estimation
  18 Jun 2020 1 repository listed
• Cardiac Segmentation with Strong Anatomical Guarantees
  15 Jun 2020 1 repository listed
• Uncertainty quantification in medical image segmentation with normalizing flows
  4 Jun 2020 1 repository listed
• Segmentation Loss Odyssey
  27 May 2020 1 repository listed
• Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks
  19 May 2020 1 repository listed
• A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis
  11 May 2020 1 repository listed
• Boundary-aware Context Neural Network for Medical Image Segmentation
  3 May 2020 1 repository listed
• ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentation
  1 May 2020 1 repository listed
• DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation
  28 Apr 2020 1 repository listed
• A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation
  16 Apr 2020 1 repository listed
• Improving Calibration and Out-of-Distribution Detection in Medical Image Segmentation with Convolutional Neural Networks
  12 Apr 2020 1 repository listed
• CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks
  28 Mar 2020 1 repository listed
• ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical Imaging
  20 Mar 2020 1 repository listed
• Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation
  10 Mar 2020 1 repository listed
• Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?
  9 Mar 2020 1 repository listed
• Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion
  22 Feb 2020 1 repository listed
• Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images
  15 Feb 2020 1 repository listed
• Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation
  6 Feb 2020 1 repository listed
• Medical Image Segmentation via Unsupervised Convolutional Neural Network
  28 Jan 2020 1 repository listed
• RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation
  24 Jan 2020 1 repository listed
• A context based deep learning approach for unbalanced medical image segmentation
  8 Jan 2020 1 repository listed
• Segmenting Medical MRI via Recurrent Decoding Cell
  21 Nov 2019 1 repository listed
• Kvasir-SEG: A Segmented Polyp Dataset
  16 Nov 2019 1 repository listed
• Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation Maps
  12 Nov 2019 1 repository listed
• Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice
  5 Nov 2019 1 repository listed
• Domain Generalization via Model-Agnostic Learning of Semantic Features
  29 Oct 2019 1 repository listed
• MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
  21 Oct 2019 1 repository listed
• Intracranial Hemorrhage Segmentation Using Deep Convolutional Model
  18 Oct 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images
  1 Oct 2019 1 repository listed
• Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data
  20 Sep 2019 1 repository listed
• 3D U²-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation
  4 Sep 2019 1 repository listed
• Linking convolutional neural networks with graph convolutional networks: application in pulmonary artery-vein separation
  1 Sep 2019 1 repository listed
• Conv-MCD: A Plug-and-Play Multi-task Module for Medical Image Segmentation
  14 Aug 2019 1 repository listed
• Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation
  29 Jul 2019 1 repository listed
• ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation
  25 Jul 2019 1 repository listed
• DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention
  15 Jul 2019 1 repository listed
• Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation
  7 Jul 2019 1 repository listed
• Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound
  3 Jul 2019 1 repository listed
• Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants
  24 Jun 2019 1 repository listed
• Multi-scale self-guided attention for medical image segmentation
  7 Jun 2019 1 repository listed
• When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation
  7 Jun 2019 1 repository listed
• One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor Segmentation
  5 Jun 2019 1 repository listed
• Machine learning approach for segmenting glands in colon histology images using local intensity and texture features
  15 May 2019 1 repository listed
• Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks
  22 Apr 2019 1 repository listed
• From Patch to Image Segmentation using Fully Convolutional Networks -- Application to Retinal Images
  8 Apr 2019 1 repository listed
• Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation
  21 Feb 2019 1 repository listed
• Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation
  11 Feb 2019 1 repository listed
• FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation
  8 Feb 2019 1 repository listed
• Joint Iris Segmentation and Localization Using Deep Multi-task Learning Framework
  31 Jan 2019 1 repository listed
• ACNN: a Full Resolution DCNN for Medical Image Segmentation
  26 Jan 2019 1 repository listed
• Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation
  24 Jan 2019 1 repository listed
• Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble Model
  3 Dec 2018 1 repository listed
• IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet
  19 Nov 2018 1 repository listed
• Unsupervised domain adaptation for medical imaging segmentation with self-ensembling
  14 Nov 2018 1 repository listed
• RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans
  4 Nov 2018 1 repository listed
• Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
  29 Oct 2018 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 6 harvested samples)
• 3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes
  31 Aug 2018 1 repository listed
• A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic Segmentation
  16 Jul 2018 1 repository listed
• Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation
  8 May 2018 1 repository listed Syntology 0 ran · 1 unverified (of 1 harvested sample)
• Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning
  27 Apr 2018 1 repository listed
• Factorised spatial representation learning: application in semi-supervised myocardial segmentation
  19 Mar 2018 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• An application of cascaded 3D fully convolutional networks for medical image segmentation
  14 Mar 2018 1 repository listed
• Replication study: Development and validation of deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs
  12 Mar 2018 1 repository listed
• Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth
  20 Dec 2017 1 repository listed
• Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation
  14 Dec 2017 1 repository listed
• Spinal cord gray matter segmentation using deep dilated convolutions
  2 Oct 2017 1 repository listed
• 3D Densely Convolutional Networks for VolumetricSegmentation
  13 Sep 2017 1 repository listed
• DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation
  3 Jul 2017 1 repository listed
• DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model
  17 Jul 2025 0 repositories listed
• Unified Medical Image Segmentation with State Space Modeling Snake
  17 Jul 2025 0 repositories listed
• Just Say Better or Worse: A Human-AI Collaborative Framework for Medical Image Segmentation Without Manual Annotations
  8 Jul 2025 0 repositories listed
• Causal-SAM-LLM: Large Language Models as Causal Reasoners for Robust Medical Segmentation
  4 Jul 2025 0 repositories listed
• MedSAM-CA: A CNN-Augmented ViT with Attention-Enhanced Multi-Scale Fusion for Medical Image Segmentation
  30 Jun 2025 0 repositories listed
• MedPrompt: LLM-CNN Fusion with Weight Routing for Medical Image Segmentation and Classification
  26 Jun 2025 0 repositories listed
• AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image Segmentation
  25 Jun 2025 0 repositories listed
• AI-Driven MRI-based Brain Tumour Segmentation Benchmarking
  25 Jun 2025 0 repositories listed
• EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis
  25 Jun 2025 0 repositories listed
• MedSeg-R: Medical Image Segmentation with Clinical Reasoning
  23 Jun 2025 0 repositories listed
• SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus
  23 Jun 2025 0 repositories listed
• Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention
  18 Jun 2025 0 repositories listed
• Pixel-wise Modulated Dice Loss for Medical Image Segmentation
  17 Jun 2025 0 repositories listed
• ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation
  12 Jun 2025 0 repositories listed
• Generalist Models in Medical Image Segmentation: A Survey and Performance Comparison with Task-Specific Approaches
  12 Jun 2025 0 repositories listed
• Med-URWKV: Pure RWKV With ImageNet Pre-training For Medical Image Segmentation
  12 Jun 2025 0 repositories listed
• MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models
  12 Jun 2025 0 repositories listed
• Text-guided multi-stage cross-perception network for medical image segmentation
  9 Jun 2025 0 repositories listed
• DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling
  5 Jun 2025 0 repositories listed
• SAM-aware Test-time Adaptation for Universal Medical Image Segmentation
  5 Jun 2025 0 repositories listed

Syntology lines on 5 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.