Browse State-of-the-Art › Medical Image Segmentation › Papers, page 15
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 15 of 21: papers 1,401 to 1,500 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.
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Multi-rater Prompting for Ambiguous Medical Image Segmentation11 Apr 2024 0 repositories listed
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An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation10 Apr 2024 0 repositories listed
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EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation9 Apr 2024 0 repositories listed
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Uncertainty-aware Evidential Fusion-based Learning for Semi-supervised Medical Image Segmentation9 Apr 2024 0 repositories listed
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Towards Efficient and Accurate CT Segmentation via Edge-Preserving Probabilistic Downsampling5 Apr 2024 0 repositories listed
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Adaptive Affinity-Based Generalization For MRI Imaging Segmentation Across Resource-Limited Settings3 Apr 2024 0 repositories listed
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Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation3 Apr 2024 0 repositories listed
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Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation1 Apr 2024 0 repositories listed
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Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets28 Mar 2024 0 repositories listed
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Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior27 Mar 2024 0 repositories listed
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CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation26 Mar 2024 0 repositories listed
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Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion26 Mar 2024 0 repositories listed
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Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation26 Mar 2024 0 repositories listed
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Deep models for stroke segmentation: do complex architectures always perform better?25 Mar 2024 0 repositories listed
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ChebMixer: Efficient Graph Representation Learning with MLP Mixer25 Mar 2024 0 repositories listed
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EDUE: Expert Disagreement-Guided One-Pass Uncertainty Estimation for Medical Image Segmentation25 Mar 2024 0 repositories listed
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SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging25 Mar 2024 0 repositories listed
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SM2C: Boost the Semi-supervised Segmentation for Medical Image by using Meta Pseudo Labels and Mixed Images24 Mar 2024 0 repositories listed
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MaskSAM: Towards Auto-prompt SAM with Mask Classification for Medical Image Segmentation21 Mar 2024 0 repositories listed
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Safeguarding Medical Image Segmentation Datasets against Unauthorized Training via Contour- and Texture-Aware Perturbations21 Mar 2024 0 repositories listed
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ProMamba: Prompt-Mamba for polyp segmentation20 Mar 2024 0 repositories listed
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Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency19 Mar 2024 0 repositories listed
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QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge19 Mar 2024 0 repositories listed
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Uncertainty-Aware Adapter: Adapting Segment Anything Model (SAM) for Ambiguous Medical Image Segmentation16 Mar 2024 0 repositories listed
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Federated Data Model13 Mar 2024 0 repositories listed
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A Segmentation Foundation Model for Diverse-type Tumors11 Mar 2024 0 repositories listed
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A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset11 Mar 2024 0 repositories listed
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Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image Segmentation6 Mar 2024 0 repositories listed
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Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation4 Mar 2024 0 repositories listed
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GLFNET: Global-Local (frequency) Filter Networks for efficient medical image segmentation1 Mar 2024 0 repositories listed
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Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation22 Feb 2024 0 repositories listed
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Expert-Adaptive Medical Image Segmentation11 Feb 2024 0 repositories listed
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Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation11 Feb 2024 0 repositories listed
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Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain9 Feb 2024 0 repositories listed
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Constrained Multiview Representation for Self-supervised Contrastive Learning5 Feb 2024 0 repositories listed
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Densely Decoded Networks with Adaptive Deep Supervision for Medical Image Segmentation5 Feb 2024 0 repositories listed
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Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation4 Feb 2024 0 repositories listed
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SPCTNet: A Series-Parallel CNN and Transformer Network for 3D Medical Image Segmentation4 Feb 2024 0 repositories listed
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Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation1 Feb 2024 0 repositories listed
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MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation22 Jan 2024 0 repositories listed
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Artificial Intelligence-based algorithms in medical image scan seg-mentation and intelligent visual-content generation -- a concise overview18 Jan 2024 0 repositories listed
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Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation18 Jan 2024 0 repositories listed
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Uncertainty Modeling in Ultrasound Image Segmentation for Precise Fetal Biometric Measurements17 Jan 2024 0 repositories listed
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Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training16 Jan 2024 0 repositories listed
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RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models16 Jan 2024 0 repositories listed
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Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation10 Jan 2024 0 repositories listed
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Complementary Information Mutual Learning for Multimodality Medical Image Segmentation5 Jan 2024 0 repositories listed
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Kernel-U-Net: Multivariate Time Series Forecasting using Custom Kernels3 Jan 2024 0 repositories listed
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Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training2 Jan 2024 0 repositories listed
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Medical Report Generation based on Segment-Enhanced Contrastive Representation Learning26 Dec 2023 0 repositories listed
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Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation19 Dec 2023 0 repositories listed
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ESDMR-Net: A Lightweight Network With Expand-Squeeze and Dual Multiscale Residual Connections for Medical Image Segmentation17 Dec 2023 0 repositories listed
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SQA-SAM: Segmentation Quality Assessment for Medical Images Utilizing the Segment Anything Model15 Dec 2023 0 repositories listed
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ASLseg: Adapting SAM in the Loop for Semi-supervised Liver Tumor Segmentation13 Dec 2023 0 repositories listed
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Dual Structure-Aware Image Filterings for Semi-supervised Medical Image Segmentation12 Dec 2023 0 repositories listed
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MS-Twins: Multi-Scale Deep Self-Attention Networks for Medical Image Segmentation12 Dec 2023 0 repositories listed
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A dynamic interactive learning framework for automated 3D medical image segmentation11 Dec 2023 0 repositories listed
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AttenScribble: Attentive Similarity Learning for Scribble-Supervised Medical Image Segmentation11 Dec 2023 0 repositories listed
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ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation8 Dec 2023 0 repositories listed
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LSegDiff: A Latent Diffusion Model for Medical Image Segmentation7 Dec 2023 0 repositories listed
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DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception6 Dec 2023 0 repositories listed
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A Recent Survey of Vision Transformers for Medical Image Segmentation1 Dec 2023 0 repositories listed
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A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends30 Nov 2023 0 repositories listed
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Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation27 Nov 2023 0 repositories listed
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Bayesian Neural Networks for 2D MRI Segmentation24 Nov 2023 0 repositories listed
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GMISeg: General Medical Image Segmentation without Re-Training21 Nov 2023 0 repositories listed
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Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning21 Nov 2023 0 repositories listed
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Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification20 Nov 2023 0 repositories listed
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Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation20 Nov 2023 0 repositories listed
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On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation18 Nov 2023 0 repositories listed
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End-to-end autoencoding architecture for the simultaneous generation of medical images and corresponding segmentation masks17 Nov 2023 0 repositories listed
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MPSeg : Multi-Phase strategy for coronary artery Segmentation17 Nov 2023 0 repositories listed
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MSE-Nets: Multi-annotated Semi-supervised Ensemble Networks for Improving Segmentation of Medical Image with Ambiguous Boundaries17 Nov 2023 0 repositories listed
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Enhancing the Reliability of Segment Anything Model for Auto-Prompting Medical Image Segmentation with Uncertainty Rectification17 Nov 2023 0 repositories listed
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SSASS: Semi-Supervised Approach for Stenosis Segmentation17 Nov 2023 0 repositories listed
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WATUNet: A Deep Neural Network for Segmentation of Volumetric Sweep Imaging Ultrasound17 Nov 2023 0 repositories listed
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Two-stage Joint Transductive and Inductive learning for Nuclei Segmentation15 Nov 2023 0 repositories listed
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PICS in Pics: Physics Informed Contour Selection for Rapid Image Segmentation13 Nov 2023 0 repositories listed
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Robust semi-supervised segmentation with timestep ensembling diffusion models13 Nov 2023 0 repositories listed
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Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation10 Nov 2023 0 repositories listed
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EviPrompt: A Training-Free Evidential Prompt Generation Method for Segment Anything Model in Medical Images10 Nov 2023 0 repositories listed
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Are foundation models efficient for medical image segmentation?8 Nov 2023 0 repositories listed
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SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain Generalization in Medical Image Segmentation5 Nov 2023 0 repositories listed
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Augmentation is AUtO-Net: Augmentation-Driven Contrastive Multiview Learning for Medical Image Segmentation2 Nov 2023 0 repositories listed
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A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation27 Oct 2023 0 repositories listed
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SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation26 Oct 2023 0 repositories listed
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Trust, but Verify: Robust Image Segmentation using Deep Learning25 Oct 2023 0 repositories listed
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Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation21 Oct 2023 0 repositories listed
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Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks20 Oct 2023 0 repositories listed
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Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation18 Oct 2023 0 repositories listed
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Medical Image Segmentation via Sparse Coding Decoder17 Oct 2023 0 repositories listed
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Whole-brain radiomics for clustered federated personalization in brain tumor segmentation17 Oct 2023 0 repositories listed
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SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation16 Oct 2023 0 repositories listed
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Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic Feature Co-Registration13 Oct 2023 0 repositories listed
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Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors12 Oct 2023 0 repositories listed
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Empirical Evaluation of the Segment Anything Model (SAM) for Brain Tumor Segmentation9 Oct 2023 0 repositories listed
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TransCC: Transformer Network for Coronary Artery CCTA Segmentation7 Oct 2023 0 repositories listed
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Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models4 Oct 2023 0 repositories listed
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Multi-Prompt Fine-Tuning of Foundation Models for Enhanced Medical Image Segmentation3 Oct 2023 0 repositories listed