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Medical Image Analysis

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Showing 1101–1150 of 1360 papers

TitleStatusHype
Is Texture Predictive for Age and Sex in Brain MRI?Code0
Is Autoencoder Truly Applicable for 3D CT Super-Resolution?Code0
Inverse-Consistent Deep Networks for Unsupervised Deformable Image RegistrationCode0
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classificationCode0
Chronic Obstructive Pulmonary Disease Severity Classification using lung soundCode0
Severity classification of ground-glass opacity via 2-D convolutional neural network and lung CT scans: a 3-day explorationCode0
CE-Net: Context Encoder Network for 2D Medical Image SegmentationCode0
Asymmetric 3D Context Fusion for Universal Lesion DetectionCode0
Intuitive Axial Augmentation Using Polar-Sine-Based Piecewise Distortion for Medical Slice-Wise SegmentationCode0
Intelligent Masking: Deep Q-Learning for Context Encoding in Medical Image AnalysisCode0
Preserving AUC Fairness in Learning with Noisy Protected GroupsCode0
Inherently Interpretable Multi-Label Classification Using Class-Specific CounterfactualsCode0
Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural NetworksCode0
Deployment of Image Analysis Algorithms under Prevalence ShiftsCode0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image AnalysisCode0
A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy ImagesCode0
Shape-aware Surface Reconstruction from Sparse 3D Point-CloudsCode0
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) ImagesCode0
Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentationCode0
Dense Pooling layers in Fully Convolutional Network for Skin Lesion SegmentationCode0
Cats or CAT scans: transfer learning from natural or medical image source datasets?Code0
Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural NetworksCode0
The Performance of Transferability Metrics does not Translate to Medical TasksCode0
Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold TriangulationCode0
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide ImagesCode0
SimpleMind adds thinking to deep neural networksCode0
Capsule Vision 2024 Challenge: Multi-Class Abnormality Classification for Video Capsule EndoscopyCode0
Learning With Context Feedback Loop for Robust Medical Image SegmentationCode0
Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image AugmentationCode0
Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement LearningCode0
A Survey on Causal Representation Learning and Future Work for Medical Image AnalysisCode0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate AnnotationsCode0
Processing HSV Colored Medical Images and Adapting Color Thresholds for Computational Image Analysis: a Practical Introduction to an open-source toolCode0
ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image ClassificationCode0
Denoising of MR images with Rician noise using a wider neural network and noise range divisionCode0
Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial NetworkCode0
Utility of Equivariant Message Passing in Cortical Mesh SegmentationCode0
LiteSeg: A Novel Lightweight ConvNet for Semantic SegmentationCode0
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registrationCode0
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-NetCode0
Localizing Anatomical Landmarks in Ocular Images using Zoom-In Attentive NetworksCode0
Pseudo-healthy synthesis with pathology disentanglement and adversarial learningCode0
Deep Residual Network based Automatic Image Grading for Diabetic Macular EdemaCode0
Deep Perceptual Enhancement for Medical Image AnalysisCode0
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenarioCode0
Quantifying Knee Cartilage Shape and Lesion: From Image to MetricsCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Quantifying Predictive Uncertainty in Medical Image Analysis with Deep Kernel LearningCode0
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