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Segmentation

Papers

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Showing 3151–3175 of 13072 papers

TitleStatusHype
Beyond Traditional Approaches: Multi-Task Network for Breast Ultrasound DiagnosisCode0
An Automatic Cardiac Segmentation Framework based on Multi-sequence MR ImageCode0
MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image SegmentationCode0
Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma SegmentationCode0
An automated pipeline to create an atlas of in situ hybridization gene expression data in the adult marmoset brainCode0
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain DataCode0
An automated framework for brain vessel centerline extraction from CTA imagesCode0
MLV^2-Net: Rater-Based Majority-Label Voting for Consistent Meningeal Lymphatic Vessel SegmentationCode0
Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss functionCode0
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalizationCode0
Neuron segmentation using 3D wavelet integrated encoder-decoder networkCode0
MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine LearningCode0
Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional NetworksCode0
Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRICode0
An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical ImagesCode0
MinneApple: A Benchmark Dataset for Apple Detection and SegmentationCode0
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep LearningCode0
Anatomy-Informed Deep Learning and Radiomics for Automated Neurofibroma Segmentation in Whole-Body MRICode0
Minimizing Supervision for Free-space SegmentationCode0
MitoSeg: Mitochondria Segmentation ToolCode0
BEVal: A Cross-dataset Evaluation Study of BEV Segmentation Models for Autonomous DrivingCode0
Anatomy-guided Pathology SegmentationCode0
Microstructural segmentation using a union of attention guided U-Net models with different color transformed imagesCode0
MicroAnalyzer: A Python Tool for Automated Bacterial Analysis with Fluorescence MicroscopyCode0
Microscopy Cell Segmentation via Convolutional LSTM NetworksCode0
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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