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Medical Image Analysis

Papers

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Showing 301–350 of 1360 papers

TitleStatusHype
Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement LearningCode0
Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold TriangulationCode0
Learning With Context Feedback Loop for Robust Medical Image SegmentationCode0
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
BlazeNeo: Blazing fast polyp segmentation and neoplasm detectionCode0
3D Deep Learning on Medical Images: A ReviewCode0
LiteSeg: A Novel Lightweight ConvNet for Semantic SegmentationCode0
Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical DomainCode0
LACFormer: Toward accurate and efficient polyp segmentationCode0
Representation Disentanglement for Multi-task Learning with application to Fetal UltrasoundCode0
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology RecognitionCode0
Beyond Knowledge Silos: Task Fingerprinting for Democratization of Medical Imaging AICode0
An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-NetCode0
Kvasir-VQA: A Text-Image Pair GI Tract DatasetCode0
Beta-Rank: A Robust Convolutional Filter Pruning Method For Imbalanced Medical Image AnalysisCode0
Benchmarking Scalable Epistemic Uncertainty Quantification in Organ SegmentationCode0
BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentationCode0
Knowledge Transfer for Melanoma Screening with Deep LearningCode0
Be Careful When Evaluating Explanations Regarding Ground TruthCode0
BayTTA: Uncertainty-aware medical image classification with optimized test-time augmentation using Bayesian model averagingCode0
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative NormalizationCode0
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysisCode0
Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRICode0
Kvasir-SEG: A Segmented Polyp DatasetCode0
Mask of truth: model sensitivity to unexpected regions of medical imagesCode0
MORPH-LER: Log-Euclidean Regularization for Population-Aware Image RegistrationCode0
Autonomous Computer Vision Development with Agentic AICode0
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenarioCode0
Inherently Interpretable Multi-Label Classification Using Class-Specific CounterfactualsCode0
Analyzing Data Augmentation for Medical Images: A Case Study in Ultrasound ImagesCode0
Additive Tensor Decomposition Considering Structural Data InformationCode0
A Client-server Deep Federated Learning for Cross-domain Surgical Image SegmentationCode0
Intelligent Masking: Deep Q-Learning for Context Encoding in Medical Image AnalysisCode0
Intuitive Axial Augmentation Using Polar-Sine-Based Piecewise Distortion for Medical Slice-Wise SegmentationCode0
Automatic Infectious Disease Classification Analysis with Concept DiscoveryCode0
Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural NetworksCode0
A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic SegmentationCode0
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) ImagesCode0
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-NetCode0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic VolumesCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image AugmentationCode0
Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural NetworksCode0
Inverse-Consistent Deep Networks for Unsupervised Deformable Image RegistrationCode0
Decomposition of Longitudinal Deformations via Beltrami DescriptorsCode0
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis InitiativeCode0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRICode0
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