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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 20 of 21: papers 1,901 to 2,000 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.

• Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation
  4 Oct 2020 0 repositories listed
• RAR-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels
  27 Sep 2020 0 repositories listed
• SESV: Accurate Medical Image Segmentation byPredicting and Correcting Errors
  21 Sep 2020 0 repositories listed
• UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation
  16 Sep 2020 0 repositories listed
• On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking
  1 Sep 2020 0 repositories listed
• Quality-aware semi-supervised learning for CMR segmentation
  1 Sep 2020 0 repositories listed
• A Cascaded Deep-Learning Framework for Segmentation of Metastatic Brain Tumors Before and After Stereotactic Radiation Therapy
  27 Aug 2020 0 repositories listed
• Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information
  27 Aug 2020 0 repositories listed
• Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation
  20 Jul 2020 0 repositories listed
• Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise Transformation for 3D Medical Image Segmentation
  17 Jul 2020 0 repositories listed
• Superpixel-Guided Label Softening for Medical Image Segmentation
  17 Jul 2020 0 repositories listed
• U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images
  16 Jul 2020 0 repositories listed
• BUNET: Blind Medical Image Segmentation Based on Secure UNET
  14 Jul 2020 0 repositories listed
• Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation
  13 Jul 2020 0 repositories listed
• MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation
  13 Jul 2020 0 repositories listed
• Meta Corrupted Pixels Mining for Medical Image Segmentation
  7 Jul 2020 0 repositories listed
• Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning
  2 Jul 2020 0 repositories listed
• PGD-UNet: A Position-Guided Deformable Network for Simultaneous Segmentation of Organs and Tumors
  2 Jul 2020 0 repositories listed
• A Characteristic Function-based Algorithm for Geodesic Active Contours
  1 Jul 2020 0 repositories listed
• Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation
  28 Jun 2020 0 repositories listed
• Interactive Deep Refinement Network for Medical Image Segmentation
  27 Jun 2020 0 repositories listed
• Collaborative Boundary-aware Context Encoding Networks for Error Map Prediction
  25 Jun 2020 0 repositories listed
• ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation
  24 Jun 2020 0 repositories listed
• Deep Generative Model-based Quality Control for Cardiac MRI Segmentation
  23 Jun 2020 0 repositories listed
• Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift
  19 Jun 2020 0 repositories listed
• Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation
  10 Jun 2020 0 repositories listed
• Critical Assessment of Transfer Learning for Medical Image Segmentation with Fully Convolutional Neural Networks
  30 May 2020 0 repositories listed
• Enhancing Foreground Boundaries for Medical Image Segmentation
  29 May 2020 0 repositories listed
• A New Validity Index for Fuzzy-Possibilistic C-Means Clustering
  19 May 2020 0 repositories listed
• hidden markov random fields and cuckoo search method for medical image segmentation
  19 May 2020 0 repositories listed
• Medical Image Segmentation Using a U-Net type of Architecture
  11 May 2020 0 repositories listed
• Predicting Scores of Medical Imaging Segmentation Methods with Meta-Learning
  8 May 2020 0 repositories listed
• Progressive Adversarial Semantic Segmentation
  8 May 2020 0 repositories listed
• How Can CNNs Use Image Position for Segmentation?
  7 May 2020 0 repositories listed
• Partly Supervised Multitask Learning
  5 May 2020 0 repositories listed
• COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution
  23 Apr 2020 0 repositories listed
• ECG Segmentation using a Neural Network as the Basis for Detection of Cardiac Pathologies
  23 Apr 2020 0 repositories listed
• A review: Deep learning for medical image segmentation using multi-modality fusion
  22 Apr 2020 0 repositories listed
• CAggNet: Crossing Aggregation Network for Medical Image Segmentation
  16 Apr 2020 0 repositories listed
• Image Segmentation Using Hybrid Representations
  15 Apr 2020 0 repositories listed
• U-Net Using Stacked Dilated Convolutions for Medical Image Segmentation
  7 Apr 2020 0 repositories listed
• Volumetric Attention for 3D Medical Image Segmentation and Detection
  4 Apr 2020 0 repositories listed
• Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation
  31 Mar 2020 0 repositories listed
• Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN
  24 Mar 2020 0 repositories listed
• Semi-supervised few-shot learning for medical image segmentation
  18 Mar 2020 0 repositories listed
• 3D medical image segmentation with labeled and unlabeled data using autoencoders at the example of liver segmentation in CT images
  17 Mar 2020 0 repositories listed
• LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation
  16 Mar 2020 0 repositories listed
• Robustness study of noisy annotation in deep learning based medical image segmentation
  10 Mar 2020 0 repositories listed
• BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation
  3 Mar 2020 0 repositories listed
• Automatic Data Augmentation via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation
  22 Feb 2020 0 repositories listed
• Deep Learning in Medical Ultrasound Image Segmentation: a Review
  18 Feb 2020 0 repositories listed
• Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy
  31 Jan 2020 0 repositories listed
• Deep Learning in Multi-organ Segmentation
  28 Jan 2020 0 repositories listed
• Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns
  25 Jan 2020 0 repositories listed
• Mutual information deep regularization for semi-supervised segmentation
  25 Jan 2020 0 repositories listed
• Siamese Content Loss Networks for Highly Imbalanced Medical Image Segmentation
  25 Jan 2020 0 repositories listed
• The Performance of Deep U-Net Pre-Clinical Organ-wise Segmentation in the Presence of Low Counting Statistics.
  25 Jan 2020 0 repositories listed
• Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation
  25 Jan 2020 0 repositories listed
• Observer variation-aware medical image segmentation by combining deep learning and surrogate-assisted genetic algorithms
  23 Jan 2020 0 repositories listed
• Self-Learning AI Framework for Skin Lesion Image Segmentation and Classification
  4 Jan 2020 0 repositories listed
• Transfer Learning for Brain Tumor Segmentation
  28 Dec 2019 0 repositories listed
• DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation
  27 Dec 2019 0 repositories listed
• C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation
  20 Dec 2019 0 repositories listed
• Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for Medical Image Segmentation
  19 Dec 2019 0 repositories listed
• OASIS: One-pass aligned Atlas Set for Image Segmentation
  5 Dec 2019 0 repositories listed
• FocusNet++: Attentive Aggregated Transformations for Efficient and Accurate Medical Image Segmentation
  4 Dec 2019 0 repositories listed
• Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation
  29 Nov 2019 0 repositories listed
• Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning
  23 Nov 2019 0 repositories listed
• Hierarchical Attention Networks for Medical Image Segmentation
  20 Nov 2019 0 repositories listed
• Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction
  19 Nov 2019 0 repositories listed
• Exploiting Clinically Available Delineations for CNN-based Segmentation in Radiotherapy Treatment Planning
  12 Nov 2019 0 repositories listed
• Semi-Supervised Multi-Organ Segmentation through Quality Assurance Supervision
  12 Nov 2019 0 repositories listed
• Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations
  4 Nov 2019 0 repositories listed
• The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN
  30 Oct 2019 0 repositories listed
• Unified Multi-scale Feature Abstraction for Medical Image Segmentation
  24 Oct 2019 0 repositories listed
• Penalizing small errors using an Adaptive Logarithmic Loss
  22 Oct 2019 0 repositories listed
• MixModule: Mixed CNN Kernel Module for Medical Image Segmentation
  19 Oct 2019 0 repositories listed
• Deep Semantic Segmentation of Natural and Medical Images: A Review
  16 Oct 2019 0 repositories listed
• Deep learning architectures for automated image segmentation
  19 Sep 2019 0 repositories listed
• 3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation
  14 Sep 2019 0 repositories listed
• SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation
  12 Sep 2019 0 repositories listed
• Resource Optimized Neural Architecture Search for 3D Medical Image Segmentation
  2 Sep 2019 0 repositories listed
• Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation
  27 Aug 2019 0 repositories listed
• Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans
  26 Aug 2019 0 repositories listed
• Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks
  23 Aug 2019 0 repositories listed
• End-to-End Boundary Aware Networks for Medical Image Segmentation
  21 Aug 2019 0 repositories listed
• EigenRank by Committee: A Data Subset Selection and Failure Prediction paradigm for Robust Deep Learning based Medical Image Segmentation
  17 Aug 2019 0 repositories listed
• Multi Scale Supervised 3D U-Net for Kidney and Tumor Segmentation
  9 Aug 2019 0 repositories listed
• Kidney and Kidney Tumor Segmentation using a Logical Ensemble of U-nets with Volumetric Validation
  7 Aug 2019 0 repositories listed
• SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis
  6 Aug 2019 0 repositories listed
• Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation
  26 Jul 2019 0 repositories listed
• Mixed-Supervised Dual-Network for Medical Image Segmentation
  24 Jul 2019 0 repositories listed
• Domain specific cues improve robustness of deep learning based segmentation of ct volumes
  23 Jul 2019 0 repositories listed
• A Divide-and-Conquer Approach towards Understanding Deep Networks
  14 Jul 2019 0 repositories listed
• Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation
  5 Jul 2019 0 repositories listed
• Brain MR Image Segmentation in Small Dataset with Adversarial Defense and Task Reorganization
  25 Jun 2019 0 repositories listed
• Learning a sparse database for patch-based medical image segmentation
  25 Jun 2019 0 repositories listed
• A Novel Deep Learning Based Approach for Left Ventricle Segmentation in Echocardiography: MFP-Unet
  25 Jun 2019 0 repositories listed
• A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation
  18 Jun 2019 0 repositories listed
• Scalable Neural Architecture Search for 3D Medical Image Segmentation
  13 Jun 2019 0 repositories listed