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Medical Image Analysis

Papers

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Showing 476–500 of 1360 papers

TitleStatusHype
A Survey on Causal Representation Learning and Future Work for Medical Image AnalysisCode0
Capsule Vision 2024 Challenge: Multi-Class Abnormality Classification for Video Capsule EndoscopyCode0
Shape-aware Surface Reconstruction from Sparse 3D Point-CloudsCode0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Going to Extremes: Weakly Supervised Medical Image SegmentationCode0
Achieving state-of-the-art performance in the Medical Out-of-Distribution (MOOD) challenge using plausible synthetic anomaliesCode0
Computing CNN Loss and Gradients for Pose Estimation with Riemannian GeometryCode0
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image SegmentationCode0
An Unsupervised Learning Model for Deformable Medical Image RegistrationCode0
Generalizing Medical Image Representations via Quaternion Wavelet NetworksCode0
Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation StudyCode0
Is Texture Predictive for Age and Sex in Brain MRI?Code0
FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image AnalysisCode0
Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised LearningCode0
Compound Figure Separation of Biomedical Images with Side LossCode0
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate AnnotationsCode0
FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image AnalysisCode0
Few-shot Diagnosis of Chest x-rays Using an Ensemble of Random Discriminative SubspacesCode0
Frequency-Based Federated Domain Generalization for Polyp SegmentationCode0
Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical ImagingCode0
Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-raysCode0
Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume ImagesCode0
Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR imagesCode0
Comparative Analysis of ImageNet Pre-Trained Deep Learning Models and DINOv2 in Medical Imaging ClassificationCode0
Adversarial Robustness Analysis of Vision-Language Models in Medical Image SegmentationCode0
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