Browse State-of-the-Art › Lesion Segmentation › Papers, page 3

Lesion Segmentation

Papers archive 2025-07-28

archive papers tagged: 640 · with a code link: 269 · where Syntology ran a sample: 29 (25 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (29 of 640 tagged: 25 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 3 of 7: papers 201 to 300 of 640, 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.

• Small Lesion Segmentation in Brain MRIs with Subpixel Embedding
  18 Sep 2021 1 repository listed
• Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation
  13 Sep 2021 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Team NeuroPoly: Description of the Pipelines for the MICCAI 2021 MS New Lesions Segmentation Challenge
  12 Sep 2021 1 repository listed
• Looking at the whole picture: constrained unsupervised anomaly segmentation
  1 Sep 2021 1 repository listed
• Unsupervised Local Discrimination for Medical Images
  21 Aug 2021 1 repository listed
• CarveMix: A Simple Data Augmentation Method for Brain Lesion Segmentation
  16 Aug 2021 1 repository listed
• Volume of hyperintense inflammation (VHI): a deep learning-enabled quantitative imaging biomarker of inflammation load in spondyloarthritis
  21 Jun 2021 1 repository listed
• Orthogonal Ensemble Networks for Biomedical Image Segmentation
  22 May 2021 1 repository listed
• COVID-19 Lung Lesion Segmentation Using a Sparsely Supervised Mask R-CNN on Chest X-rays Automatically Computed from Volumetric CTs
  17 May 2021 1 repository listed
• MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation
  16 May 2021 1 repository listed
• LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-weighted MR Images
  28 Apr 2021 1 repository listed
• Dual-Consistency Semi-Supervised Learning with Uncertainty Quantification for COVID-19 Lesion Segmentation from CT Images
  7 Apr 2021 1 repository listed
• NeRD: Neural Representation of Distribution for Medical Image Segmentation
  6 Mar 2021 1 repository listed
• ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly Segmentation
  5 Mar 2021 1 repository listed
• Rotation-Equivariant Deep Learning for Diffusion MRI
  13 Feb 2021 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism
  10 Feb 2021 1 repository listed
• Applications of Deep Learning in Fundus Images: A Review
  25 Jan 2021 1 repository listed
• Single-Shot Lightweight Model For The Detection of Lesions And The Prediction of COVID-19 From Chest CT Scans
  2 Dec 2020 1 repository listed
• Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation
  23 Nov 2020 1 repository listed
• DR-Unet104 for Multimodal MRI brain tumor segmentation
  4 Nov 2020 1 repository listed
• Lightweight Model For The Prediction of COVID-19 Through The Detection And Segmentation of Lesions in Chest CT Scans
  4 Nov 2020 1 repository listed
• A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision
  23 Oct 2020 1 repository listed
• Image Translation for Medical Image Generation -- Ischemic Stroke Lesions
  5 Oct 2020 1 repository listed
• Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans
  10 Sep 2020 1 repository listed
• Learning joint segmentation of tissues and brain lesions from task-specific hetero-modal domain-shifted datasets
  8 Sep 2020 1 repository listed Syntology official (archive's flag): 3 ran · 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) · 2 unverified (of 5 harvested samples)
• The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification
  28 Aug 2020 1 repository listed
• A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis
  12 Aug 2020 1 repository listed
• Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning
  27 Jul 2020 1 repository listed
• A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis
  11 May 2020 1 repository listed
• DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation
  28 Apr 2020 1 repository listed
• Less is More: Sample Selection and Label Conditioning Improve Skin Lesion 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
• Spatio-temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation
  7 Apr 2020 1 repository listed
• Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images
  23 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
• RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation
  27 Feb 2020 1 repository listed
• An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization
  13 Feb 2020 1 repository listed
• RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation
  24 Jan 2020 1 repository listed
• Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation
  12 Jan 2020 1 repository listed
• Learn to Segment Retinal Lesions and Beyond
  25 Dec 2019 1 repository listed
• Enhancing the Extraction of Interpretable Information for Ischemic Stroke Imaging from Deep Neural Networks
  19 Nov 2019 1 repository listed
• Skin Lesion Segmentation using SegNet with Binary Cross-Entropy
  15 Nov 2019 1 repository listed
• Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images
  20 Oct 2019 1 repository listed
• Deep Active Lesion Segmentation
  19 Aug 2019 1 repository listed
• Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation
  30 Jul 2019 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) · 2 unverified (of 3 harvested samples)
• Predicting Clinical Outcome of Stroke Patients with Tractographic Feature
  22 Jul 2019 1 repository listed
• X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Separable Convolution and Long-range Dependencies
  16 Jul 2019 1 repository listed
• SLSNet: Skin lesion segmentation using a lightweight generative adversarial network
  1 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
• Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation
  6 Jun 2019 1 repository listed
• A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images
  26 May 2019 1 repository listed
• Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function
  9 May 2019 1 repository listed
• A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification
  8 Mar 2019 1 repository listed
• Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher Model
  4 Mar 2019 1 repository listed
• A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations
  3 Mar 2019 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation
  8 Feb 2019 1 repository listed
• Automatic Skin Lesion Segmentation Using GrabCut in HSV Colour Space
  30 Sep 2018 1 repository listed
• Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation
  3 Aug 2018 1 repository listed
• Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks
  17 Jul 2018 1 repository listed
• Deeply Supervised Rotation Equivariant Network for Lesion Segmentation in Dermoscopy Images
  8 Jul 2018 1 repository listed
• Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector
  2 Jul 2018 1 repository listed
• Dense Pooling layers in Fully Convolutional Network for Skin Lesion Segmentation
  29 Dec 2017 1 repository listed
• Semi-Supervised Deep Learning for Fully Convolutional Networks
  17 Mar 2017 1 repository listed
• Automatic skin lesion segmentation with fully convolutional-deconvolutional networks
  15 Mar 2017 1 repository listed
• Supervised Saliency Map Driven Segmentation of the Lesions in Dermoscopic Images
  28 Feb 2017 1 repository listed
• SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D convolutional neural networks
  20 Feb 2017 1 repository listed
• Unsupervised domain adaptation in brain lesion segmentation with adversarial networks
  28 Dec 2016 1 repository listed
• Automated Breast Lesion Segmentation in Ultrasound Images
  27 Sep 2016 1 repository listed
• EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis
  25 Jun 2025 0 repositories listed
• Hybrid Attention Network for Accurate Breast Tumor Segmentation in Ultrasound Images
  19 Jun 2025 0 repositories listed
• Integrating Radiomics with Deep Learning Enhances Multiple Sclerosis Lesion Delineation
  17 Jun 2025 0 repositories listed
• FMaMIL: Frequency-Driven Mamba Multi-Instance Learning for Weakly Supervised Lesion Segmentation in Medical Images
  9 Jun 2025 0 repositories listed
• Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework
  3 Jun 2025 0 repositories listed
• BrainSegDMlF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation
  9 May 2025 0 repositories listed
• GaMNet: A Hybrid Network with Gabor Fusion and NMamba for Efficient 3D Glioma Segmentation
  8 May 2025 0 repositories listed
• Lesion-Aware Generative Artificial Intelligence for Virtual Contrast-Enhanced Mammography in Breast Cancer
  5 May 2025 0 repositories listed
• OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation
  13 Apr 2025 0 repositories listed
• A Lightweight U-Net Model for Accurate Skin Lesion Segmentation
  12 Apr 2025 0 repositories listed
• Explaining Uncertainty in Multiple Sclerosis Lesion Segmentation Beyond Prediction Errors
  7 Apr 2025 0 repositories listed
• Multi-Granularity Vision Fastformer with Fusion Mechanism for Skin Lesion Segmentation
  4 Apr 2025 0 repositories listed
• Learning to segment anatomy and lesions from disparately labeled sources in brain MRI
  24 Mar 2025 0 repositories listed
• Self-Attention Diffusion Models for Zero-Shot Biomedical Image Segmentation: Unlocking New Frontiers in Medical Imaging
  23 Mar 2025 0 repositories listed
• An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion Segmentation
  21 Mar 2025 0 repositories listed
• Sustainable Deep Learning-Based Breast Lesion Segmentation: Impact of Breast Region Segmentation on Performance
  19 Mar 2025 0 repositories listed
• State-of-the-Art Stroke Lesion Segmentation at 1/1000th of Parameters
  7 Mar 2025 0 repositories listed
• Interactive Segmentation and Report Generation for CT Images
  5 Mar 2025 0 repositories listed
• Clinical Inspired MRI Lesion Segmentation
  22 Feb 2025 0 repositories listed
• EyeBench: A Call for More Rigorous Evaluation of Retinal Image Enhancement
  20 Feb 2025 0 repositories listed
• DynSegNet:Dynamic Architecture Adjustment for Adversarial Learning in Segmenting Hemorrhagic Lesions from Fundus Images
  13 Feb 2025 0 repositories listed
• Multimodal HIE Lesion Segmentation in Neonates: A Comparative Study of Loss Functions
  13 Feb 2025 0 repositories listed
• Improving Lesion Segmentation in Medical Images by Global and Regional Feature Compensation
  12 Feb 2025 0 repositories listed
• Generalizable automated ischaemic stroke lesion segmentation with vision transformers
  10 Feb 2025 0 repositories listed
• Quasi-Conformal Convolution : A Learnable Convolution for Deep Learning on Riemann Surfaces
  3 Feb 2025 0 repositories listed
• From Semantic Segmentation of Natural Images to Medical Image Segmentation Using ViT-Based Architectures
  31 Jan 2025 0 repositories listed
• Stroke Lesion Segmentation using Multi-Stage Cross-Scale Attention
  26 Jan 2025 0 repositories listed
• Cancer-Net PCa-Seg: Benchmarking Deep Learning Models for Prostate Cancer Segmentation Using Synthetic Correlated Diffusion Imaging
  15 Jan 2025 0 repositories listed
• Automated external cervical resorption segmentation in cone-beam CT using local texture features
  9 Jan 2025 0 repositories listed
• MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation
  5 Jan 2025 0 repositories listed
• Unified Medical Lesion Segmentation via Self-referring Indicator
  1 Jan 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.