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Medical Image Analysis

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Showing 901–950 of 1360 papers

TitleStatusHype
Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A ReviewCode1
How can we learn (more) from challenges? A statistical approach to driving future algorithm development—0
Multi-scale Neural ODEs for 3D Medical Image Registration—0
CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning—0
Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement LearningCode0
SSMD: Semi-Supervised Medical Image Detection with Adaptive Consistency and Heterogeneous Perturbation—0
Pathology-Aware Generative Adversarial Networks for Medical Image Augmentation—0
Quantifying Predictive Uncertainty in Medical Image Analysis with Deep Kernel LearningCode0
CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed TomographyCode1
Recent advances and clinical applications of deep learning in medical image analysis—0
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation—0
Adversarial Attack Driven Data Augmentation for Accurate And Robust Medical Image Segmentation—0
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems—0
A low-rank representation for unsupervised registration of medical images—0
Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images—0
Swin-Unet: Unet-like Pure Transformer for Medical Image SegmentationCode1
CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time SegmentationCode1
Structured dataset documentation: a datasheet for CheXpertCode1
CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis—0
Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain—0
Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer—0
Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation StudyCode0
Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph—0
Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays—0
Medical Transformer: Universal Brain Encoder for 3D MRI Analysis—0
Evidential segmentation of 3D PET/CT imagesCode1
An optical neural network using less than 1 photon per multiplicationCode1
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising ModelCode0
Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study—0
A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation—0
PocketNet: A Smaller Neural Network for Medical Image AnalysisCode0
SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI DataCode0
Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation—0
Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation—0
Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation—0
Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation—0
Adversarial Heart Attack: Neural Networks Fooled to Segment Heart Symbols in Chest X-Ray Images—0
Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation—0
Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial TrainingCode0
Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future—0
Task-Oriented Low-Dose CT Image DenoisingCode0
Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review—0
Roughness Index and Roughness Distance for Benchmarking Medical SegmentationCode0
Channel Scaling: A Scale-and-Select Approach for Transfer Learning—0
Multi-view analysis of unregistered medical images using cross-view transformersCode1
Variational Knowledge Distillation for Disease Classification in Chest X-Rays—0
Cascaded Feature Warping Network for Unsupervised Medical Image Registration—0
Deep Learning for Chest X-ray Analysis: A Survey—0
Principled Ultrasound Data Augmentation for Classification of Standard Planes—0
TransMed: Transformers Advance Multi-modal Medical Image Classification—0
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