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Medical Image Analysis

Papers

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Showing 451–500 of 1360 papers

TitleStatusHype
Inherently Interpretable Multi-Label Classification Using Class-Specific CounterfactualsCode0
Inverse-Consistent Deep Networks for Unsupervised Deformable Image RegistrationCode0
Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image AugmentationCode0
Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural NetworksCode0
Asymmetric 3D Context Fusion for Universal Lesion DetectionCode0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) ImagesCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Contour Transformer Network for One-shot Segmentation of Anatomical StructuresCode0
Image Segmentation: Inducing graph-based learningCode0
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-NetCode0
Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural NetworksCode0
Is Autoencoder Truly Applicable for 3D CT Super-Resolution?Code0
Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context AdaptationCode0
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernelsCode0
AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor SegmentationCode0
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A SurveyCode0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
Cancer Metastasis Detection With Neural Conditional Random FieldCode0
Conquering the Retina: Bringing Visual in-Context Learning to OCTCode0
How Good Are Synthetic Medical Images? An Empirical Study with Lung UltrasoundCode0
Histopathological Image Classification using Discriminative Feature-oriented Dictionary LearningCode0
How good are variational autoencoders at transfer learning?Code0
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRICode0
Confidence-Aware and Self-Supervised Image Anomaly LocalisationCode0
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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