Browse State-of-the-Art › Medical Image Segmentation › Papers, page 19

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 19 of 21: papers 1,801 to 1,900 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.

• Transformer-Unet: Raw Image Processing with Unet
  17 Sep 2021 0 repositories listed
• Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks
  15 Sep 2021 0 repositories listed
• Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net
  15 Sep 2021 0 repositories listed
• CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation
  12 Sep 2021 0 repositories listed
• MSGDD-cGAN: Multi-Scale Gradients Dual Discriminator Conditional Generative Adversarial Network
  12 Sep 2021 0 repositories listed
• Improved cell segmentation using deep learning in label-free optical microscopy images
  8 Sep 2021 0 repositories listed
• SSEGEP: Small SEGment Emphasized Performance evaluation metric for medical image segmentation
  8 Sep 2021 0 repositories listed
• Deep Learning with Uncertainty Quantification for Predicting the Segmentation Dice Coefficient of Prostate Cancer Biopsy Images
  31 Aug 2021 0 repositories listed
• PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning
  26 Aug 2021 0 repositories listed
• Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application
  21 Aug 2021 0 repositories listed
• Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision
  19 Aug 2021 0 repositories listed
• Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey
  19 Aug 2021 0 repositories listed
• Multi-task Federated Learning for Heterogeneous Pancreas Segmentation
  19 Aug 2021 0 repositories listed
• Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation
  15 Aug 2021 0 repositories listed
• SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation
  13 Aug 2021 0 repositories listed
• Medical image segmentation with imperfect 3D bounding boxes
  6 Aug 2021 0 repositories listed
• Style Curriculum Learning for Robust Medical Image Segmentation
  1 Aug 2021 0 repositories listed
• Transductive image segmentation: Self-training and effect of uncertainty estimation
  19 Jul 2021 0 repositories listed
• Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation
  16 Jul 2021 0 repositories listed
• The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation
  12 Jul 2021 0 repositories listed
• NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection
  11 Jul 2021 0 repositories listed
• Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation
  10 Jul 2021 0 repositories listed
• Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy
  5 Jul 2021 0 repositories listed
• Label noise in segmentation networks : mitigation must deal with bias
  5 Jul 2021 0 repositories listed
• Residual Moment Loss for Medical Image Segmentation
  27 Jun 2021 0 repositories listed
• Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation
  23 Jun 2021 0 repositories listed
• Distilling effective supervision for robust medical image segmentation with noisy labels
  21 Jun 2021 0 repositories listed
• More than Encoder: Introducing Transformer Decoder to Upsample
  20 Jun 2021 0 repositories listed
• Knowledge distillation from multi-modal to mono-modal segmentation networks
  17 Jun 2021 0 repositories listed
• Trilateral Attention Network for Real-time Medical Image Segmentation
  17 Jun 2021 0 repositories listed
• Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation
  16 Jun 2021 0 repositories listed
• CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis
  15 Jun 2021 0 repositories listed
• Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation
  15 Jun 2021 0 repositories listed
• Contrastive Semi-Supervised Learning for 2D Medical Image Segmentation
  12 Jun 2021 0 repositories listed
• Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning
  8 Jun 2021 0 repositories listed
• Meta-learning with implicit gradients in a few-shot setting for medical image segmentation
  6 Jun 2021 0 repositories listed
• Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation
  3 Jun 2021 0 repositories listed
• Analysis of Vision-based Abnormal Red Blood Cell Classification
  1 Jun 2021 0 repositories listed
• Cardiac Segmentation on CT Images through Shape-Aware Contour Attentions
  27 May 2021 0 repositories listed
• Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation
  27 May 2021 0 repositories listed
• Adversarial Attack Driven Data Augmentation for Accurate And Robust Medical Image Segmentation
  25 May 2021 0 repositories listed
• Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation
  17 May 2021 0 repositories listed
• Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation
  14 May 2021 0 repositories listed
• CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis
  5 May 2021 0 repositories listed
• Impact of individual rater style on deep learning uncertainty in medical imaging segmentation
  5 May 2021 0 repositories listed
• Pyramid Medical Transformer for Medical Image Segmentation
  29 Apr 2021 0 repositories listed
• Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation
  20 Apr 2021 0 repositories listed
• Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization
  12 Apr 2021 0 repositories listed
• Two layer Ensemble of Deep Learning Models for Medical Image Segmentation
  10 Apr 2021 0 repositories listed
• Atrous Residual Interconnected Encoder to Attention Decoder Framework for Vertebrae Segmentation via 3D Volumetric CT Images
  8 Apr 2021 0 repositories listed
• BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation
  8 Apr 2021 0 repositories listed
• Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation
  5 Apr 2021 0 repositories listed
• Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images
  5 Apr 2021 0 repositories listed
• Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation
  2 Apr 2021 0 repositories listed
• Assessing the Role of Random Forests in Medical Image Segmentation
  30 Mar 2021 0 repositories listed
• Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future
  27 Mar 2021 0 repositories listed
• Contextual Information Enhanced Convolutional Neural Networks for Retinal Vessel Segmentation in Color Fundus Images
  25 Mar 2021 0 repositories listed
• Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation
  22 Mar 2021 0 repositories listed
• Deep Label Fusion: A 3D End-to-End Hybrid Multi-Atlas Segmentation and Deep Learning Pipeline
  19 Mar 2021 0 repositories listed
• Invertible Residual Network with Regularization for Effective Medical Image Segmentation
  16 Mar 2021 0 repositories listed
• Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient
  10 Mar 2021 0 repositories listed
• Morphological Operation Residual Blocks: Enhancing 3D Morphological Feature Representation in Convolutional Neural Networks for Semantic Segmentation of Medical Images
  6 Mar 2021 0 repositories listed
• Uncertainty guided semi-supervised segmentation of retinal layers in OCT images
  2 Mar 2021 0 repositories listed
• Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models
  28 Feb 2021 0 repositories listed
• A-DenseUNet: Adaptive Densely Connected UNet for Polyp Segmentation in Colonoscopy Images with Atrous Convolution
  19 Feb 2021 0 repositories listed
• L-SNet: from Region Localization to Scale Invariant Medical Image Segmentation
  11 Feb 2021 0 repositories listed
• A Systematic Approach for MRI Brain Tumor Localization, and Segmentation using Deep Learning and Active Contouring
  6 Feb 2021 0 repositories listed
• TricycleGAN: Unsupervised Image Synthesis and Segmentation Based on Shape Priors
  4 Feb 2021 0 repositories listed
• Network-Agnostic Knowledge Transfer for Medical Image Segmentation
  23 Jan 2021 0 repositories listed
• A survey on shape-constraint deep learning for medical image segmentation
  19 Jan 2021 0 repositories listed
• Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation
  18 Jan 2021 0 repositories listed
• Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation
  7 Jan 2021 0 repositories listed
• Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation
  5 Jan 2021 0 repositories listed
• Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution
  1 Jan 2021 0 repositories listed
• Indirect Supervision to Mitigate Perturbations
  1 Jan 2021 0 repositories listed
• Network-Agnostic Knowledge Transfer from Latent Dataset for Medical Image Segmentation
  1 Jan 2021 0 repositories listed
• Automatic Polyp Segmentation using U-Net-ResNet50
  30 Dec 2020 0 repositories listed
• Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning
  29 Dec 2020 0 repositories listed
• ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation
  23 Dec 2020 0 repositories listed
• MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation
  20 Dec 2020 0 repositories listed
• Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation
  18 Dec 2020 0 repositories listed
• D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation
  14 Dec 2020 0 repositories listed
• Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding
  10 Dec 2020 0 repositories listed
• Offset Curves Loss for Imbalanced Problem in Medical Segmentation
  4 Dec 2020 0 repositories listed
• Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data
  28 Nov 2020 0 repositories listed
• Modelling brain lesion volume in patches with CNN-based Poisson Regression
  26 Nov 2020 0 repositories listed
• PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation
  25 Nov 2020 0 repositories listed
• Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation
  19 Nov 2020 0 repositories listed
• High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey
  16 Nov 2020 0 repositories listed
• Efficient Medical Image Segmentation with Intermediate Supervision Mechanism
  15 Nov 2020 0 repositories listed
• w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution
  15 Nov 2020 0 repositories listed
• Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images
  11 Nov 2020 0 repositories listed
• Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation
  8 Nov 2020 0 repositories listed
• Distribution-aware Margin Calibration for Medical Image Segmentation
  3 Nov 2020 0 repositories listed
• U-Net and its variants for medical image segmentation: theory and applications
  2 Nov 2020 0 repositories listed
• Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples
  29 Oct 2020 0 repositories listed
• Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index
  26 Oct 2020 0 repositories listed
• What is Wrong with Continual Learning in Medical Image Segmentation?
  21 Oct 2020 0 repositories listed
• GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation
  19 Oct 2020 0 repositories listed
• Bridging 2D and 3D Segmentation Networks for Computation Efficient Volumetric Medical Image Segmentation: An Empirical Study of 2.5D Solutions
  13 Oct 2020 0 repositories listed