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Segmentation

Papers

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Showing 2401–2450 of 13072 papers

TitleStatusHype
Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior—0
Multi-Layer Dense Attention Decoder for Polyp SegmentationCode0
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset—0
Generative Medical SegmentationCode2
Unleashing the Potential of SAM for Medical Adaptation via Hierarchical DecodingCode2
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation—0
Annolid: Annotate, Segment, and Track Anything You NeedCode0
Transformers-based architectures for stroke segmentation: A review—0
Efficient Video Object Segmentation via Modulated Cross-Attention MemoryCode2
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion—0
CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation—0
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation—0
Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models—0
Deep models for stroke segmentation: do complex architectures always perform better?—0
Clustering Propagation for Universal Medical Image SegmentationCode1
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation—0
3D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image SegmentationCode0
EDUE: Expert Disagreement-Guided One-Pass Uncertainty Estimation for Medical Image Segmentation—0
SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging—0
TwinLiteNetPlus: A Stronger Model for Real-time Drivable Area and Lane SegmentationCode2
SMTF: Sparse transformer with multiscale contextual fusion for medical image segmentationCode0
PSHop: A Lightweight Feed-Forward Method for 3D Prostate Gland Segmentation—0
Entity-NeRF: Detecting and Removing Moving Entities in Urban Scenes—0
SM2C: Boost the Semi-supervised Segmentation for Medical Image by using Meta Pseudo Labels and Mixed Images—0
An Information Theory Treatment of Animal Movement Tracks—0
HemoSet: The First Blood Segmentation Dataset for Automation of Hemostasis Management—0
Inpainting-Driven Mask Optimization for Object Removal—0
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 ChallengeCode0
MatchSeg: Towards Better Segmentation via Reference Image MatchingCode1
Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels—0
Semantic Gaussians: Open-Vocabulary Scene Understanding with 3D Gaussian Splatting—0
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT ScansCode1
Global Control for Local SO(3)-Equivariant Scale-Invariant Vessel SegmentationCode0
Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project—0
IFSENet : Harnessing Sparse Iterations for Interactive Few-shot Segmentation Excellence—0
Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image AnnotationsCode0
TAMS: Translation-Assisted Morphological Segmentation—0
Semantics from Space: Satellite-Guided Thermal Semantic Segmentation Annotation for Aerial Field RobotsCode0
MaskSAM: Towards Auto-prompt SAM with Mask Classification for Medical Image Segmentation—0
Analysing Diffusion Segmentation for Medical Images—0
PSALM: Pixelwise SegmentAtion with Large Multi-Modal ModelCode3
Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation—0
PECI-Net: Bolus segmentation from video fluoroscopic swallowing study images using preprocessing ensemble and cascaded inference—0
ClusteringSDF: Self-Organized Neural Implicit Surfaces for 3D Decomposition—0
Diffusion Models with Ensembled Structure-Based Anomaly Scoring for Unsupervised Anomaly DetectionCode0
Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling—0
CathFlow: Self-Supervised Segmentation of Catheters in Interventional Ultrasound Using Optical Flow and Transformers—0
Empowering Segmentation Ability to Multi-modal Large Language ModelsCode0
Annotation-Efficient Polyp Segmentation via Active Learning—0
Robust 3D Shape Reconstruction in Zero-Shot from a Single Image in the Wild—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