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Segmentation

Papers

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Showing 13051–13072 of 13072 papers

TitleStatusHype
Deep Learning Pipeline for Preprocessing and Segmenting Cardiac Magnetic Resonance of Single Ventricle Patients from an Image Registry—0
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset—0
Deep learning segmentation of fibrous cap in intravascular optical coherence tomography images—0
Deep-learning Segmentation of Small Volumes in CT images for Radiotherapy Treatment Planning—0
Multiclass ASMA vs Targeted PGD Attack in Image Segmentation—0
Deep Learning Techniques for Video Instance Segmentation: A Survey—0
Deep Learning with Anatomical Priors: Imitating Enhanced Autoencoders in Latent Space for Improved Pelvic Bone Segmentation in MRI—0
Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer—0
Deep Learning with Mixed Supervision for Brain Tumor Segmentation—0
Multi-class Brain Tumor Segmentation using Graph Attention Network—0
Deep LF-Net: Semantic Lung Segmentation from Indian Chest Radiographs Including Severely Unhealthy Images—0
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans—0
Deeply Cascaded U-Net for Multi-Task Image Processing—0
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation—0
Multi-Class Classification of Blood Cells -- End to End Computer Vision based diagnosis case study—0
Deeply-Supervised CNN for Prostate Segmentation—0
Multiclass Data Segmentation using Diffuse Interface Methods on Graphs—0
Multi-Class Lane Semantic Segmentation using Efficient Convolutional Networks—0
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation—0
Multi-Class Micro-CT Image Segmentation Using Sparse Regularized Deep Networks—0
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Images for Segmentation—0
Deep Mouse: An End-to-end Auto-context Refinement Framework for Brain Ventricle and Body Segmentation in Embryonic Mice Ultrasound Volumes—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