Browse State-of-the-Art › Lesion Segmentation › Papers, page 5

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 5 of 7: papers 401 to 500 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.

• Automated Lesion Segmentation in Whole-Body FDG-PET/CT with Multi-modality Deep Neural Networks
  16 Feb 2023 0 repositories listed
• Spatially Covariant Lesion Segmentation
  19 Jan 2023 0 repositories listed
• Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networks
  17 Jan 2023 0 repositories listed
• Composite Deep Network with Feature Weighting for Improved Delineation of COVID Infection in Lung CT
  17 Jan 2023 0 repositories listed
• Deep Learning based Novel Cascaded Approach for Skin Lesion Analysis
  16 Jan 2023 0 repositories listed
• GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis
  11 Jan 2023 0 repositories listed
• Does image resolution impact chest X-ray based fine-grained Tuberculosis-consistent lesion segmentation?
  10 Jan 2023 0 repositories listed
• DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading
  30 Dec 2022 0 repositories listed
• HACA3: A Unified Approach for Multi-site MR Image Harmonization
  12 Dec 2022 0 repositories listed
• Boundary-rendering network for breast lesion segmentation in ultrasound images
  10 Dec 2022 0 repositories listed
• Investigating certain choices of CNN configurations for brain lesion segmentation
  2 Dec 2022 0 repositories listed
• Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning
  1 Dec 2022 0 repositories listed
• DSNet: a simple yet efficient network with dual-stream attention for lesion segmentation
  30 Nov 2022 0 repositories listed
• Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classification
  26 Nov 2022 0 repositories listed
• Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias
  28 Oct 2022 0 repositories listed
• UNet-2022: Exploring Dynamics in Non-isomorphic Architecture
  27 Oct 2022 0 repositories listed
• Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to Overcome Data Scarcity
  18 Oct 2022 0 repositories listed
• MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation
  15 Oct 2022 0 repositories listed
• Whole-body tumor segmentation of 18F -FDG PET/CT using a cascaded and ensembled convolutional neural networks
  14 Oct 2022 0 repositories listed
• Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation
  12 Oct 2022 0 repositories listed
• PriorNet: lesion segmentation in PET-CT including prior tumor appearance information
  5 Oct 2022 0 repositories listed
• Application of the nnU-Net for automatic segmentation of lung lesion on CT images, and implication on radiomic models
  24 Sep 2022 0 repositories listed
• Automated ischemic stroke lesion segmentation from 3D MRI
  20 Sep 2022 0 repositories listed
• Coarse Retinal Lesion Annotations Refinement via Prototypical Learning
  30 Aug 2022 0 repositories listed
• Accurate and Robust Lesion RECIST Diameter Prediction and Segmentation with Transformers
  28 Aug 2022 0 repositories listed
• Mutual gain adaptive network for segmenting brain stroke lesions
  27 Aug 2022 0 repositories listed
• A survey, review, and future trends of skin lesion segmentation and classification
  25 Aug 2022 0 repositories listed
• Automatic lesion analysis for increased efficiency in outcome prediction of traumatic brain injury
  8 Aug 2022 0 repositories listed
• Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation
  5 Aug 2022 0 repositories listed
• Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation
  29 Jul 2022 0 repositories listed
• Improving Small Lesion Segmentation in CT Scans using Intensity Distribution Supervision: Application to Small Bowel Carcinoid Tumor
  29 Jul 2022 0 repositories listed
• Free-form Lesion Synthesis Using a Partial Convolution Generative Adversarial Network for Enhanced Deep Learning Liver Tumor Segmentation
  18 Jun 2022 0 repositories listed
• Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs
  13 Jun 2022 0 repositories listed
• Salient Skin Lesion Segmentation via Dilated Scale-Wise Feature Fusion Network
  20 May 2022 0 repositories listed
• MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning
  3 May 2022 0 repositories listed
• Class Balanced PixelNet for Neurological Image Segmentation
  23 Apr 2022 0 repositories listed
• Ischemic Stroke Lesion Segmentation Using Adversarial Learning
  11 Apr 2022 0 repositories listed
• Segmentation Network with Compound Loss Function for Hydatidiform Mole Hydrops Lesion Recognition
  11 Apr 2022 0 repositories listed
• CCAT-NET: A Novel Transformer Based Semi-supervised Framework for Covid-19 Lung Lesion Segmentation
  6 Apr 2022 0 repositories listed
• Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation
  12 Mar 2022 0 repositories listed
• AGMR-Net: Attention Guided Multiscale Recovery framework for stroke segmentation
  28 Feb 2022 0 repositories listed
• A novel unsupervised covid lung lesion segmentation based on the lung tissue identification
  24 Feb 2022 0 repositories listed
• Segmentation and Risk Score Prediction of Head and Neck Cancers in PET/CT Volumes with 3D U-Net and Cox Proportional Hazard Neural Networks
  16 Feb 2022 0 repositories listed
• Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers
  26 Jan 2022 0 repositories listed
• RTNet: Relation Transformer Network for Diabetic Retinopathy Multi-lesion Segmentation
  26 Jan 2022 0 repositories listed
• Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: emerging machine learning techniques and future avenues
  19 Jan 2022 0 repositories listed
• A Survey on Masked Facial Detection Methods and Datasets for Fighting Against COVID-19
  13 Jan 2022 0 repositories listed
• Expert Knowledge-guided Geometric Representation Learning for Magnetic Resonance Imaging-based Glioma Grading
  8 Jan 2022 0 repositories listed
• Skin lesion segmentation and classification using deep learning and handcrafted features
  20 Dec 2021 0 repositories listed
• Cross-Domain Federated Learning in Medical Imaging
  18 Dec 2021 0 repositories listed
• ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network
  16 Dec 2021 0 repositories listed
• Quality monitoring of federated Covid-19 lesion segmentation
  16 Dec 2021 0 repositories listed
• Automated assessment of disease severity of COVID-19 using artificial intelligence with synthetic chest CT
  11 Dec 2021 0 repositories listed
• Unsupervised COVID-19 Lesion Segmentation in CT Using Cycle Consistent Generative Adversarial Network
  23 Nov 2021 0 repositories listed
• Automated skin lesion segmentation using multi-scale feature extraction scheme and dual-attention mechanism
  16 Nov 2021 0 repositories listed
• T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging
  15 Nov 2021 0 repositories listed
• Novel coronavirus pneumonia lesion segmentation in CT images
  25 Oct 2021 0 repositories listed
• An Ultra-Fast Method for Simulation of Realistic Ultrasound Images
  21 Sep 2021 0 repositories listed
• Ultrasound Domain Adaptation Using Frequency Domain Analysis
  21 Sep 2021 0 repositories listed
• Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation
  19 Sep 2021 0 repositories listed
• POPCORN: Progressive Pseudo-labeling with Consistency Regularization and Neighboring
  13 Sep 2021 0 repositories listed
• PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning
  26 Aug 2021 0 repositories listed
• Adapting to Unseen Vendor Domains for MRI Lesion Segmentation
  14 Aug 2021 0 repositories listed
• COVID-view: Diagnosis of COVID-19 using Chest CT
  9 Aug 2021 0 repositories listed
• Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina
  5 Aug 2021 0 repositories listed
• Cohort Bias Adaptation in Aggregated Datasets for Lesion Segmentation
  2 Aug 2021 0 repositories listed
• Dual-Attention Enhanced BDense-UNet for Liver Lesion Segmentation
  24 Jul 2021 0 repositories listed
• Detecting when pre-trained nnU-Net models fail silently for Covid-19 lung lesion segmentation
  13 Jul 2021 0 repositories listed
• Where is the disease? Semi-supervised pseudo-normality synthesis from an abnormal image
  24 Jun 2021 0 repositories listed
• Context-aware PolyUNet for Liver and Lesion Segmentation from Abdominal CT Images
  21 Jun 2021 0 repositories listed
• Segmentation and ABCD rule extraction for skin tumors classification
  8 Jun 2021 0 repositories listed
• Knowledge-aware Deep Framework for Collaborative Skin Lesion Segmentation and Melanoma Recognition
  7 Jun 2021 0 repositories listed
• Decoupling Shape and Density for Liver Lesion Synthesis Using Conditional Generative Adversarial Networks
  1 Jun 2021 0 repositories listed
• Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients
  25 May 2021 0 repositories listed
• Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection
  5 May 2021 0 repositories listed
• Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss
  3 May 2021 0 repositories listed
• Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation
  20 Apr 2021 0 repositories listed
• Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications
  20 Apr 2021 0 repositories listed
• Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond
  8 Apr 2021 0 repositories listed
• Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images
  5 Apr 2021 0 repositories listed
• Differentiable Deconvolution for Improved Stroke Perfusion Analysis
  31 Mar 2021 0 repositories listed
• Severity Quantification and Lesion Localization of COVID-19 on CXR using Vision Transformer
  12 Mar 2021 0 repositories listed
• A New Approach for Automatic Segmentation and Evaluation of Pigmentation Lesion by using Active Contour Model and Speeded Up Robust Features
  18 Jan 2021 0 repositories listed
• CovTANet: A Hybrid Tri-level Attention Based Network for Lesion Segmentation, Diagnosis, and Severity Prediction of COVID-19 Chest CT Scans
  3 Jan 2021 0 repositories listed
• Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation
  31 Dec 2020 0 repositories listed
• SkiNet: A Deep Learning Solution for Skin Lesion Diagnosis with Uncertainty Estimation and Explainability
  30 Dec 2020 0 repositories listed
• Development and evaluation of a 3D annotation software for interactive COVID-19 lesion segmentation in chest CT
  29 Dec 2020 0 repositories listed
• Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units
  28 Dec 2020 0 repositories listed
• Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets
  24 Dec 2020 0 repositories listed
• White matter hyperintensities volume and cognition: Assessment of a deep learning based lesion detection and quantification algorithm on the Alzheimers Disease Neuroimaging Initiative
  24 Dec 2020 0 repositories listed
• D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation
  14 Dec 2020 0 repositories listed
• DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation
  14 Dec 2020 0 repositories listed
• Multiple Sclerosis Lesion Segmentation -- A Survey of Supervised CNN-Based Methods
  12 Dec 2020 0 repositories listed
• Statistical inference of the inter-sample Dice distribution for discriminative CNN brain lesion segmentation models
  4 Dec 2020 0 repositories listed
• CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans
  2 Dec 2020 0 repositories listed
• Saliency-based segmentation of dermoscopic images using color information
  26 Nov 2020 0 repositories listed
• Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation
  31 Oct 2020 0 repositories listed
• GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation
  19 Oct 2020 0 repositories listed
• Ensembling Low Precision Models for Binary Biomedical Image Segmentation
  16 Oct 2020 0 repositories listed
• Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI
  12 Oct 2020 0 repositories listed