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Segmentation

Papers

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Showing 4351–4375 of 13072 papers

TitleStatusHype
Improved Robustness for Deep Learning-based Segmentation of Multi-Center Myocardial Perfusion MRI Datasets Using Data Adaptive Uncertainty-guided Space-time Analysis—0
SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation—0
Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM2—0
Towards Synergistic Deep Learning Models for Volumetric Cirrhotic Liver Segmentation in MRIs—0
Is SAM 2 Better than SAM in Medical Image Segmentation?—0
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation—0
Embodied Uncertainty-Aware Object Segmentation—0
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image SegmentationCode0
Performance and Non-adversarial Robustness of the Segment Anything Model 2 in Surgical Video Segmentation—0
Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study—0
Biomedical Image Segmentation: A Systematic Literature Review of Deep Learning Based Object Detection Methods—0
Post-Mortem Human Iris Segmentation Analysis with Deep Learning—0
Biomedical SAM 2: Segment Anything in Biomedical Images and VideosCode0
Hybrid diffusion models: combining supervised and generative pretraining for label-efficient fine-tuning of segmentation models—0
LAC-Net: Linear-Fusion Attention-Guided Convolutional Network for Accurate Robotic Grasping Under the Occlusion—0
Segmentation Style Discovery: Application to Skin Lesion ImagesCode0
Scribble-Based Interactive Segmentation of Medical Hyperspectral Images—0
Cross Pseudo Supervision Framework for Sparsely Labelled Geospatial Images—0
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMsCode0
Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic SegmentationCode0
Faster Diffusion Action Segmentation—0
MedUHIP: Towards Human-In-the-Loop Medical Segmentation—0
Enhanced Knee Kinematics: Leveraging Deep Learning and Morphing Algorithms for 3D Implant Modeling—0
A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor SegmentationCode0
Amodal Segmentation for Laparoscopic Surgery Video Instruments—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