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Segmentation

Papers

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Showing 13001–13050 of 13072 papers

TitleStatusHype
Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation—0
Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation—0
Deep Learning based Novel Cascaded Approach for Skin Lesion Analysis—0
Deep Learning based Retinal OCT Segmentation—0
Deep Learning Based Segmentation of Blood Vessels from H&E Stained Oesophageal Adenocarcinoma Whole-Slide Images—0
Deep Learning-based Segmentation of Cerebral Aneurysms in 3D TOF-MRA using Coarse-to-Fine Framework—0
Deep Learning based Segmentation of Fish in Noisy Forward Looking MBES Images—0
Deep Learning based Segmentation of Optical Coherence Tomographic Images of Human Saphenous Varicose Vein—0
Deep learning-based Segmentation of Rabbit fetal skull with limited and sub-optimal annotations—0
Deep Learning-Based Segmentation of Tumors in PET/CT Volumes: Benchmark of Different Architectures and Training Strategies—0
Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation—0
An Ensemble of Neural Networks for Non-Linear Segmentation of Overlapped Cursive Script—0
Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms—0
Deep Learning Computer Vision Algorithms for Real-time UAVs On-board Camera Image Processing—0
Accurate Weakly-Supervised Deep Lesion Segmentation using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST—0
Deep Learning (DL)-based Automatic Segmentation of the Internal Pudendal Artery (IPA) for Reduction of Erectile Dysfunction in Definitive Radiotherapy of Localized Prostate Cancer—0
Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models—0
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018—0
Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging—0
Deep Learning for Automatic Spleen Length Measurement in Sickle Cell Disease Patients—0
Deep Learning for Brain Tumor Segmentation in Radiosurgery: Prospective Clinical Evaluation—0
Deep learning for cardiac image segmentation: A review—0
Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results—0
Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation—0
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review—0
Multi-centric AI Model for Unruptured Intracranial Aneurysm Detection and Volumetric Segmentation in 3D TOF-MRI—0
Deep Learning for Medical Image Segmentation—0
Expert-Adaptive Medical Image Segmentation—0
Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities—0
Deep Learning for Multi-View Ultrasonic Image Fusion—0
Beyond Grids: Learning Graph Representations for Visual Recognition—0
Deep Learning for Pancreas Segmentation: a Systematic Review—0
Fully Automated Deep Learning-enabled Detection for Hepatic Steatosis on Computed Tomography: A Multicenter International Validation Study—0
Deep Learning for Semantic Part Segmentation with High-Level Guidance—0
2D Amodal Instance Segmentation Guided by 3D Shape Prior—0
Deep Learning for Vascular Segmentation and Applications in Phase Contrast Tomography Imaging—0
2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision—0
Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-beam CT—0
Deep Learning Framework with Multi-Head Dilated Encoders for Enhanced Segmentation of Cervical Cancer on Multiparametric Magnetic Resonance Imaging—0
Deep Learning from Dual-Energy Information for Whole-Heart Segmentation in Dual-Energy and Single-Energy Non-Contrast-Enhanced Cardiac CT—0
Task-Aware Sampling Layer for Point-Wise Analysis—0
Deep Learning in Medical Ultrasound Image Segmentation: a Review—0
Deep Learning in Multi-organ Segmentation—0
Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation—0
Deep Learning Markov Random Field for Semantic Segmentation—0
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019—0
Deep Learning Methods for Retinal Blood Vessel Segmentation: Evaluation on Images with Retinopathy of Prematurity—0
Deep Learning Models Delineates Multiple Nuclear Phenotypes in H&E Stained Histology Sections—0
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation—0
Deep Learning Pipeline for Fully Automated Myocardial Infarct Segmentation from Clinical Cardiac MR Scans—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