Browse State-of-the-Art › Medical Image Segmentation › Papers, page 13
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 13 of 21: papers 1,201 to 1,300 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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IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning4 Feb 2025 0 repositories listed
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RFMedSAM 2: Automatic Prompt Refinement for Enhanced Volumetric Medical Image Segmentation with SAM 24 Feb 2025 0 repositories listed
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Transfer Risk Map: Mitigating Pixel-level Negative Transfer in Medical Segmentation4 Feb 2025 0 repositories listed
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Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation2 Feb 2025 0 repositories listed
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CAD: Confidence-Aware Adaptive Displacement for Semi-Supervised Medical Image Segmentation1 Feb 2025 0 repositories listed
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31 Jan 2025 0 repositories listed
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Medical Semantic Segmentation with Diffusion Pretrain31 Jan 2025 0 repositories listed
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Efficient Knowledge Distillation of SAM for Medical Image Segmentation28 Jan 2025 0 repositories listed
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Point Cloud Upsampling as Statistical Shape Model for Pelvic28 Jan 2025 0 repositories listed
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Post-Training Quantization for 3D Medical Image Segmentation: A Practical Study on Real Inference Engines28 Jan 2025 0 repositories listed
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LSU-Net: Lightweight Automatic Organs Segmentation Network For Medical Images27 Jan 2025 0 repositories listed
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No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling18 Jan 2025 0 repositories listed
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Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation15 Jan 2025 0 repositories listed
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Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation15 Jan 2025 0 repositories listed
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FedSemiDG: Domain Generalized Federated Semi-supervised Medical Image Segmentation13 Jan 2025 0 repositories listed
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Rethinking domain generalization in medical image segmentation: One image as one domain8 Jan 2025 0 repositories listed
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CFFormer: Cross CNN-Transformer Channel Attention and Spatial Feature Fusion for Improved Segmentation of Low Quality Medical Images7 Jan 2025 0 repositories listed
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PARF-Net: integrating pixel-wise adaptive receptive fields into hybrid Transformer-CNN network for medical image segmentation6 Jan 2025 0 repositories listed
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Framework for lung CT image segmentation based on UNet++5 Jan 2025 0 repositories listed
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MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation5 Jan 2025 0 repositories listed
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tCURLoRA: Tensor CUR Decomposition Based Low-Rank Parameter Adaptation and Its Application in Medical Image Segmentation4 Jan 2025 0 repositories listed
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EAUWSeg: Eliminating annotation uncertainty in weakly-supervised medical image segmentation3 Jan 2025 0 repositories listed
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Tree-NET: Enhancing Medical Image Segmentation Through Efficient Low-Level Feature Training3 Jan 2025 0 repositories listed
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nnY-Net: Swin-NeXt with Cross-Attention for 3D Medical Images Segmentation2 Jan 2025 0 repositories listed
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A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation1 Jan 2025 0 repositories listed
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Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation1 Jan 2025 0 repositories listed
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beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation1 Jan 2025 0 repositories listed
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DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation1 Jan 2025 0 repositories listed
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Take the Bull by the Horns: Learning to Segment Hard Samples1 Jan 2025 0 repositories listed
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The Impact Label Noise and Choice of Threshold has on Cross-Entropy and Soft-Dice in Image Segmentation1 Jan 2025 0 repositories listed
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Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation27 Dec 2024 0 repositories listed
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ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation27 Dec 2024 0 repositories listed
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Federated Learning with Partially Labeled Data: A Conditional Distillation Approach25 Dec 2024 0 repositories listed
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PINN-EMFNet: PINN-based and Enhanced Multi-Scale Feature Fusion Network for Breast Ultrasound Images Segmentation22 Dec 2024 0 repositories listed
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{S³-Mamba}: Small-Size-Sensitive Mamba for Lesion Segmentation19 Dec 2024 0 repositories listed
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Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image Segmentation19 Dec 2024 0 repositories listed
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Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments18 Dec 2024 0 repositories listed
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In-context learning for medical image segmentation17 Dec 2024 0 repositories listed
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SEG-SAM: Semantic-Guided SAM for Unified Medical Image Segmentation17 Dec 2024 0 repositories listed
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HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation16 Dec 2024 0 repositories listed
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How to select slices for annotation to train best-performing deep learning segmentation models for cross-sectional medical images?11 Dec 2024 0 repositories listed
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Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result Fusion11 Dec 2024 0 repositories listed
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Unified HT-CNNs Architecture: Transfer Learning for Segmenting Diverse Brain Tumors in MRI from Gliomas to Pediatric Tumors11 Dec 2024 0 repositories listed
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BATseg: Boundary-aware Multiclass Spinal Cord Tumor Segmentation on 3D MRI Scans9 Dec 2024 0 repositories listed
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Dilated Balanced Cross Entropy Loss for Medical Image Segmentation8 Dec 2024 0 repositories listed
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From Deterministic to Probabilistic: A Novel Perspective on Domain Generalization for Medical Image Segmentation7 Dec 2024 0 repositories listed
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RefSAM3D: Adapting SAM with Cross-modal Reference for 3D Medical Image Segmentation7 Dec 2024 0 repositories listed
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Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical Imaging4 Dec 2024 0 repositories listed
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Is Foreground Prototype Sufficient? Few-Shot Medical Image Segmentation with Background-Fused Prototype4 Dec 2024 0 repositories listed
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U-Net in Medical Image Segmentation: A Review of Its Applications Across Modalities3 Dec 2024 0 repositories listed
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DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps1 Dec 2024 0 repositories listed
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TSUBF-Net: Trans-Spatial UNet-like Network with Bi-direction Fusion for Segmentation of Adenoid Hypertrophy in CT1 Dec 2024 0 repositories listed
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FAN-Unet: Enhancing Unet with vision Fourier Analysis Block for Biomedical Image Segmentation28 Nov 2024 0 repositories listed
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An Ensemble Approach for Brain Tumor Segmentation and Synthesis26 Nov 2024 0 repositories listed
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SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting26 Nov 2024 0 repositories listed
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J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation25 Nov 2024 0 repositories listed
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SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation23 Nov 2024 0 repositories listed
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Boundless Across Domains: A New Paradigm of Adaptive Feature and Cross-Attention for Domain Generalization in Medical Image Segmentation22 Nov 2024 0 repositories listed
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Enhancing Medical Image Segmentation with Deep Learning and Diffusion Models21 Nov 2024 0 repositories listed
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SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation21 Nov 2024 0 repositories listed
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GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation20 Nov 2024 0 repositories listed
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DiM: f-Divergence Minimization Guided Sharpness-Aware Optimization for Semi-supervised Medical Image Segmentation19 Nov 2024 0 repositories listed
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KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling18 Nov 2024 0 repositories listed
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SP³ : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation18 Nov 2024 0 repositories listed
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TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation18 Nov 2024 0 repositories listed
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Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks17 Nov 2024 0 repositories listed
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FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention16 Nov 2024 0 repositories listed
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CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation15 Nov 2024 0 repositories listed
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Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images14 Nov 2024 0 repositories listed
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OOD-SEG: Out-Of-Distribution detection for image SEGmentation with sparse multi-class positive-only annotations14 Nov 2024 0 repositories listed
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Zero-shot capability of SAM-family models for bone segmentation in CT scans13 Nov 2024 0 repositories listed
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Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation7 Nov 2024 0 repositories listed
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Foundation AI Model for Medical Image Segmentation5 Nov 2024 0 repositories listed
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Revisiting MAE pre-training for 3D medical image segmentation30 Oct 2024 0 repositories listed
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MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation29 Oct 2024 0 repositories listed
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KA²ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation28 Oct 2024 0 repositories listed
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Progressive Curriculum Learning with Scale-Enhanced U-Net for Continuous Airway Segmentation24 Oct 2024 0 repositories listed
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Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation23 Oct 2024 0 repositories listed
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PGDiffSeg: Prior-Guided Denoising Diffusion Model with Parameter-Shared Attention for Breast Cancer Segmentation23 Oct 2024 0 repositories listed
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LIMIS: Towards Language-based Interactive Medical Image Segmentation22 Oct 2024 0 repositories listed
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Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations21 Oct 2024 0 repositories listed
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MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation20 Oct 2024 0 repositories listed
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Multi-Layer Feature Fusion with Cross-Channel Attention-Based U-Net for Kidney Tumor Segmentation20 Oct 2024 0 repositories listed
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Taming Mambas for Voxel Level 3D Medical Image Segmentation20 Oct 2024 0 repositories listed
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Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation17 Oct 2024 0 repositories listed
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SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation17 Oct 2024 0 repositories listed
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Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation16 Oct 2024 0 repositories listed
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Affinity-Graph-Guided Contractive Learning for Pretext-Free Medical Image Segmentation with Minimal Annotation14 Oct 2024 0 repositories listed
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Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation11 Oct 2024 0 repositories listed
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DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images3 Oct 2024 0 repositories listed
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MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation3 Oct 2024 0 repositories listed
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Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation1 Oct 2024 0 repositories listed
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KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation30 Sep 2024 0 repositories listed
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Medical Image Segmentation with SAM-generated Annotations30 Sep 2024 0 repositories listed
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Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images28 Sep 2024 0 repositories listed
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DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning26 Sep 2024 0 repositories listed
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Global-Local Medical SAM Adaptor Based on Full Adaption26 Sep 2024 0 repositories listed
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TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation23 Sep 2024 0 repositories listed
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GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation20 Sep 2024 0 repositories listed
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Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism20 Sep 2024 0 repositories listed