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Segmentation

Papers

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Showing 1376–1400 of 13072 papers

TitleStatusHype
AutoPET III Challenge: Tumor Lesion Segmentation using ResEnc-Model Ensemble—0
Deep Probability Segmentation: Are segmentation models probability estimators?—0
Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image SegmentationCode1
MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image SegmentationCode1
Domain-stratified Training for Cross-organ and Cross-scanner Adenocarcinoma Segmentation in the COSAS 2024 Challenge—0
Deep vessel segmentation with joint multi-prior encoding—0
Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection—0
Gradient-Driven 3D Segmentation and Affordance Transfer in Gaussian Splatting Using 2D MasksCode2
World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography—0
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical InformationCode0
Autopet III challenge: Incorporating anatomical knowledge into nnUNet for lesion segmentation in PET/CTCode0
MitoSeg: Mitochondria Segmentation ToolCode0
Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning—0
Two Stage Segmentation of Cervical Tumors using PocketNet—0
Multi-Domain Data Aggregation for Axon and Myelin Segmentation in Histology ImagesCode2
Robot Manipulation in Salient Vision through Referring Image Segmentation and Geometric Constraints—0
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image SegmentationCode1
Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and BenchmarkCode1
SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary GuidanceCode2
Enhanced segmentation of femoral bone metastasis in CT scans of patients using synthetic data generation with 3D diffusion models—0
HS3-Bench: A Benchmark and Strong Baseline for Hyperspectral Semantic Segmentation in Driving ScenariosCode1
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided PrototypingCode1
PSFHS Challenge Report: Pubic Symphysis and Fetal Head Segmentation from Intrapartum Ultrasound Images—0
Data-Centric Strategies for Overcoming PET/CT Heterogeneity: Insights from the AutoPET III Lesion Segmentation ChallengeCode0
Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image Segmentation—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified