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Segmentation

Papers

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Showing 6051–6100 of 13072 papers

TitleStatusHype
DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images—0
Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function—0
Deep Mouse: An End-to-end Auto-context Refinement Framework for Brain Ventricle and Body Segmentation in Embryonic Mice Ultrasound Volumes—0
Automatic Segmentation of the Prostate on 3D Trans-rectal Ultrasound Images using Statistical Shape Models and Convolutional Neural Networks—0
Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review—0
Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network—0
A MRF Shape Prior for Facade Parsing With Occlusions—0
Deeply-Supervised CNN for Prostate Segmentation—0
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation—0
Deeply Cascaded U-Net for Multi-Task Image Processing—0
Automatic Segmentation of the Kidneys and Cystic Renal Lesions on Non-Contrast CT Using a Convolutional Neural Network—0
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans—0
Deep LF-Net: Semantic Lung Segmentation from Indian Chest Radiographs Including Severely Unhealthy Images—0
Deep Learning with Mixed Supervision for Brain Tumor Segmentation—0
Automatic segmentation of the intracranialvolume in fetal MR images—0
Active Learning for Chinese Word Segmentation—0
3D Shape Segmentation via Shape Fully Convolutional Networks—0
Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer—0
Deep Learning with Anatomical Priors: Imitating Enhanced Autoencoders in Latent Space for Improved Pelvic Bone Segmentation in MRI—0
Automatic Segmentation of Retinal Vasculature—0
Deep Learning Techniques for Video Instance Segmentation: A Survey—0
Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network—0
A Model of Virtual Carrier Immigration in Digital Images for Region Segmentation—0
Deep-learning Segmentation of Small Volumes in CT images for Radiotherapy Treatment Planning—0
Deep learning segmentation of fibrous cap in intravascular optical coherence tomography images—0
Automatic segmentation of prostate zones—0
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset—0
Deep Learning Pipeline for Preprocessing and Segmenting Cardiac Magnetic Resonance of Single Ventricle Patients from an Image Registry—0
Automatic segmentation of Organs at Risk in Head and Neck cancer patients from CT and MRI scans—0
A Model for Image Segmentation in Retina—0
Active Learning Enabled Low-cost Cell Image Segmentation Using Bounding Box Annotation—0
Deep Learning Pipeline for Fully Automated Myocardial Infarct Segmentation from Clinical Cardiac MR Scans—0
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation—0
Deep Learning Models Delineates Multiple Nuclear Phenotypes in H&E Stained Histology Sections—0
Deep Learning Methods for Retinal Blood Vessel Segmentation: Evaluation on Images with Retinopathy of Prematurity—0
Novel coronavirus pneumonia lesion segmentation in CT images—0
Amodal segmentation just like doing a jigsaw—0
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019—0
Deep Learning Markov Random Field for Semantic Segmentation—0
Automatic Segmentation of Muscle Tissue and Inter-muscular Fat in Thigh and Calf MRI Images—0
Deep Learning in Multi-organ Segmentation—0
Automatic segmentation of MR brain images with a convolutional neural network—0
Active Label Refinement for Semantic Segmentation of Satellite Images—0
3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training—0
2D Amodal Instance Segmentation Guided by 3D Shape Prior—0
Deep Learning in Medical Ultrasound Image Segmentation: a Review—0
Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm—0
Deep Learning from Dual-Energy Information for Whole-Heart Segmentation in Dual-Energy and Single-Energy Non-Contrast-Enhanced Cardiac CT—0
Deep Learning Framework with Multi-Head Dilated Encoders for Enhanced Segmentation of Cervical Cancer on Multiparametric Magnetic Resonance Imaging—0
Amodal Panoptic 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