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Medical Image Analysis

Papers

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Showing 351–400 of 1360 papers

TitleStatusHype
Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image AnalysisCode0
Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical DomainCode0
Automatic Infectious Disease Classification Analysis with Concept DiscoveryCode0
LACFormer: Toward accurate and efficient polyp segmentationCode0
A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic SegmentationCode0
Knowledge Transfer for Melanoma Screening with Deep LearningCode0
Kvasir-SEG: A Segmented Polyp DatasetCode0
Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRICode0
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysisCode0
Kvasir-VQA: A Text-Image Pair GI Tract DatasetCode0
Deep Convolutional Neural Networks for Breast Cancer Histology Image AnalysisCode0
Is Autoencoder Truly Applicable for 3D CT Super-Resolution?Code0
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic VolumesCode0
Inverse-Consistent Deep Networks for Unsupervised Deformable Image RegistrationCode0
Is Texture Predictive for Age and Sex in Brain MRI?Code0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
Mask of truth: model sensitivity to unexpected regions of medical imagesCode0
Decomposition of Longitudinal Deformations via Beltrami DescriptorsCode0
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis InitiativeCode0
Intelligent Masking: Deep Q-Learning for Context Encoding in Medical Image AnalysisCode0
Analyzing Data Augmentation for Medical Images: A Case Study in Ultrasound ImagesCode0
Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural NetworksCode0
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) ImagesCode0
Inherently Interpretable Multi-Label Classification Using Class-Specific CounterfactualsCode0
Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image AugmentationCode0
DBF-UNet: A Two-Stage Framework for Carotid Artery Segmentation with Pseudo-Label GenerationCode0
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenarioCode0
Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural NetworksCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Image Segmentation: Inducing graph-based learningCode0
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-NetCode0
A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image SegmentationCode0
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological imagesCode0
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRICode0
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernelsCode0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
Cut-Paste Consistency Learning for Semi-Supervised Lesion SegmentationCode0
Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection EngineCode0
How Good Are Synthetic Medical Images? An Empirical Study with Lung UltrasoundCode0
How good are variational autoencoders at transfer learning?Code0
Attention Gated Networks: Learning to Leverage Salient Regions in Medical ImagesCode0
Histopathological Image Classification using Discriminative Feature-oriented Dictionary LearningCode0
CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registrationCode0
A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier ModelsCode0
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A SurveyCode0
Deep Perceptual Enhancement for Medical Image AnalysisCode0
Deep Perceptual Enhancement for Medical Image AnalysisCode0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Going to Extremes: Weakly Supervised Medical Image SegmentationCode0
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