Browse State-of-the-Art › Medical Image Segmentation › Papers, page 18

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 18 of 21: papers 1,701 to 1,800 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.

• Large-Kernel Attention for 3D Medical Image Segmentation
  19 Jul 2022 0 repositories listed
• Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation
  17 Jul 2022 0 repositories listed
• Online Reflective Learning for Robust Medical Image Segmentation
  1 Jul 2022 0 repositories listed
• Implicit U-Net for volumetric medical image segmentation
  30 Jun 2022 0 repositories listed
• Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary
  29 Jun 2022 0 repositories listed
• Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation
  28 Jun 2022 0 repositories listed
• Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency
  21 Jun 2022 0 repositories listed
• 0/1 Deep Neural Networks via Block Coordinate Descent
  19 Jun 2022 0 repositories listed
• Deep Compatible Learning for Partially-Supervised Medical Image Segmentation
  18 Jun 2022 0 repositories listed
• CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation
  15 Jun 2022 0 repositories listed
• Data-Driven Deep Supervision for Medical Image Segmentation
  14 Jun 2022 0 repositories listed
• Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation
  14 Jun 2022 0 repositories listed
• ClamNet: Using contrastive learning with variable depth Unets for medical image segmentation
  10 Jun 2022 0 repositories listed
• Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation
  9 Jun 2022 0 repositories listed
• ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation
  8 Jun 2022 0 repositories listed
• Implementation of a Modified U-Net for Medical Image Segmentation on Edge Devices
  6 Jun 2022 0 repositories listed
• ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training
  5 Jun 2022 0 repositories listed
• Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation
  3 Jun 2022 0 repositories listed
• Mutual- and Self- Prototype Alignment for Semi-supervised Medical Image Segmentation
  3 Jun 2022 0 repositories listed
• R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation
  3 Jun 2022 0 repositories listed
• Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection
  2 Jun 2022 0 repositories listed
• Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives
  2 Jun 2022 0 repositories listed
• Decoupled Pyramid Correlation Network for Liver Tumor Segmentation from CT images
  26 May 2022 0 repositories listed
• Structure Unbiased Adversarial Model for Medical Image Segmentation
  25 May 2022 0 repositories listed
• Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation
  24 May 2022 0 repositories listed
• UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation
  24 May 2022 0 repositories listed
• Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation
  14 May 2022 0 repositories listed
• Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation
  13 May 2022 0 repositories listed
• Leveraging Global Binary Masks for Structure Segmentation in Medical Images
  13 May 2022 0 repositories listed
• Automatic Detection of Interplanetary Coronal Mass Ejections in Solar Wind In Situ Data
  7 May 2022 0 repositories listed
• Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm
  7 May 2022 0 repositories listed
• Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation
  5 May 2022 0 repositories listed
• Application of belief functions to medical image segmentation: A review
  3 May 2022 0 repositories listed
• BAGNet: Bidirectional Aware Guidance Network for Malignant Breast lesions Segmentation
  28 Apr 2022 0 repositories listed
• TranSiam: Fusing Multimodal Visual Features Using Transformer for Medical Image Segmentation
  26 Apr 2022 0 repositories listed
• Masked Image Modeling Advances 3D Medical Image Analysis
  25 Apr 2022 0 repositories listed
• Federated Contrastive Learning for Volumetric Medical Image Segmentation
  23 Apr 2022 0 repositories listed
• Development of an algorithm for medical image segmentation of bone tissue in interaction with metallic implants
  22 Apr 2022 0 repositories listed
• U-Net and its variants for Medical Image Segmentation : A short review
  17 Apr 2022 0 repositories listed
• Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT
  13 Apr 2022 0 repositories listed
• PlutoNet: An Efficient Polyp Segmentation Network with Modified Partial Decoder and Decoder Consistency Training
  6 Apr 2022 0 repositories listed
• Exemplar Learning for Medical Image Segmentation
  3 Apr 2022 0 repositories listed
• COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training
  30 Mar 2022 0 repositories listed
• The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation
  30 Mar 2022 0 repositories listed
• Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation
  26 Mar 2022 0 repositories listed
• Learning to segment fetal brain tissue from noisy annotations
  25 Mar 2022 0 repositories listed
• Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation
  21 Mar 2022 0 repositories listed
• TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers
  21 Mar 2022 0 repositories listed
• Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation
  19 Mar 2022 0 repositories listed
• Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation
  18 Mar 2022 0 repositories listed
• CapsNet for Medical Image Segmentation
  16 Mar 2022 0 repositories listed
• Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation
  16 Mar 2022 0 repositories listed
• Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation
  12 Mar 2022 0 repositories listed
• Medical Image Segmentation on MRI Images with Missing Modalities: A Review
  11 Mar 2022 0 repositories listed
• Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond
  11 Mar 2022 0 repositories listed
• Label-efficient Hybrid-supervised Learning for Medical Image Segmentation
  10 Mar 2022 0 repositories listed
• A novel shape-based loss function for machine learning-based seminal organ segmentation in medical imaging
  7 Mar 2022 0 repositories listed
• Deep-ASPECTS: A Segmentation-Assisted Model for Stroke Severity Measurement
  5 Mar 2022 0 repositories listed
• ℓ₁DecNet+: A new architecture framework by ℓ₁ decomposition and iteration unfolding for sparse feature segmentation
  5 Mar 2022 0 repositories listed
• Carbon Footprint of Selecting and Training Deep Learning Models for Medical Image Analysis
  4 Mar 2022 0 repositories listed
• MixCL: Pixel label matters to contrastive learning
  4 Mar 2022 0 repositories listed
• Universal Segmentation of 33 Anatomies
  4 Mar 2022 0 repositories listed
• Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI
  2 Mar 2022 0 repositories listed
• Uncertainty categories in medical image segmentation: a study of source-related diversity
  1 Mar 2022 0 repositories listed
• Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component
  27 Feb 2022 0 repositories listed
• Data variation-aware medical image segmentation
  24 Feb 2022 0 repositories listed
• Mixed-Block Neural Architecture Search for Medical Image Segmentation
  23 Feb 2022 0 repositories listed
• COMMA: Propagating Complementary Multi-Level Aggregation Network for Polyp Segmentation
  17 Feb 2022 0 repositories listed
• Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training
  12 Feb 2022 0 repositories listed
• Supervision by Denoising for Medical Image Segmentation
  7 Feb 2022 0 repositories listed
• Boundary-aware Information Maximization for Self-supervised Medical Image Segmentation
  4 Feb 2022 0 repositories listed
• Heed the Noise in Performance Evaluations in Neural Architecture Search
  4 Feb 2022 0 repositories listed
• Class-Aware Adversarial Transformers for Medical Image Segmentation
  26 Jan 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
• Superpixel Pre-Segmentation of HER2 Slides for Efficient Annotation
  19 Jan 2022 0 repositories listed
• Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning
  17 Jan 2022 0 repositories listed
• SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data
  15 Jan 2022 0 repositories listed
• MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images
  10 Jan 2022 0 repositories listed
• SECP-Net: SE-Connection Pyramid Network of Organ At Risk Segmentation for Nasopharyngeal Carcinoma
  28 Dec 2021 0 repositories listed
• Maximum Entropy on Erroneous Predictions (MEEP): Improving model calibration for medical image segmentation
  22 Dec 2021 0 repositories listed
• Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation
  21 Dec 2021 0 repositories listed
• HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet
  20 Dec 2021 0 repositories listed
• Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation
  17 Dec 2021 0 repositories listed
• Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation
  5 Dec 2021 0 repositories listed
• Uncertainty-Aware Deep Co-training for Semi-supervised Medical Image Segmentation
  23 Nov 2021 0 repositories listed
• PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation
  20 Nov 2021 0 repositories listed
• Automatic Semantic Segmentation of the Lumbar Spine: Clinical Applicability in a Multi-parametric and Multi-centre Study on Magnetic Resonance Images
  16 Nov 2021 0 repositories listed
• Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration
  15 Nov 2021 0 repositories listed
• SUPER-Net: Trustworthy Medical Image Segmentation with Uncertainty Propagation in Encoder-Decoder Networks
  10 Nov 2021 0 repositories listed
• C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation
  29 Oct 2021 0 repositories listed
• PL-Net: Progressive Learning Network for Medical Image Segmentation
  27 Oct 2021 0 repositories listed
• Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces
  25 Oct 2021 0 repositories listed
• AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation
  20 Oct 2021 0 repositories listed
• A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data
  18 Oct 2021 0 repositories listed
• Rethinking Client Reweighting for Selfish Federated Learning
  29 Sep 2021 0 repositories listed
• Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout
  29 Sep 2021 0 repositories listed
• Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation
  26 Sep 2021 0 repositories listed
• Using Soft Labels to Model Uncertainty in Medical Image Segmentation
  26 Sep 2021 0 repositories listed
• Self-Training Based Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation
  22 Sep 2021 0 repositories listed
• FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging
  20 Sep 2021 0 repositories listed