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Medical Image Analysis

Papers

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Showing 101–150 of 1360 papers

TitleStatusHype
Evaluation of Complexity Measures for Deep Learning Generalization in Medical Image AnalysisCode1
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical dataCode1
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-NetCode1
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark LocalizationCode1
Interpretation of 3D CNNs for Brain MRI Data ClassificationCode1
Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised MethodsCode1
Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical ImagingCode1
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localizationCode1
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid NetworksCode1
Evidential segmentation of 3D PET/CT imagesCode1
Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive LearningCode1
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective FunctionsCode1
Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networksCode1
An optical neural network using less than 1 photon per multiplicationCode1
Embedded Prompt Tuning: Towards Enhanced Calibration of Pretrained Models for Medical ImagesCode1
Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD DetectionCode1
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image AnalysisCode1
Lesion Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at ScaleCode1
Foreground-Background Separation through Concept Distillation from Generative Image Foundation ModelsCode1
Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac SegmentationCode1
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image SegmentationCode1
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image SegmentationCode1
USCL: Pretraining Deep Ultrasound Image Diagnosis Model through Video Contrastive Representation LearningCode1
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image SegmentationCode1
Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and TasksCode1
MedDeblur: Medical Image Deblurring with Residual Dense Spatial-Asymmetric AttentionCode1
DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis?Code1
Efficient Self-Supervised Adaptation for Medical Image AnalysisCode1
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
Detection and Classification of Diabetic Retinopathy using Deep Learning Algorithms for Segmentation to Facilitate Referral Recommendation for Test and Treatment PredictionCode1
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image AnalysisCode1
Deep learning for photoacoustic imaging: a surveyCode1
A Systematic Collection of Medical Image Datasets for Deep LearningCode1
Deep Learning-Based Concurrent Brain Registration and Tumor SegmentationCode1
DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion AnnotationsCode1
Directional Connectivity-based Segmentation of Medical ImagesCode1
CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed TomographyCode1
COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literatureCode1
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?Code1
CoReEcho: Continuous Representation Learning for 2D+time Echocardiography AnalysisCode1
Contrastive learning of global and local features for medical image segmentation with limited annotationsCode1
Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI SegmentationCode1
ConceptCLIP: Towards Trustworthy Medical AI via Concept-Enhanced Contrastive Langauge-Image Pre-trainingCode1
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
Deep learning based geometric registration for medical images: How accurate can we get without visual features?Code1
Deep learning based registration using spatial gradients and noisy segmentation labelsCode1
Deform-GAN:An Unsupervised Learning Model for Deformable RegistrationCode1
ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of PneumothoraxCode1
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image SegmentationCode1
Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs By Comparing Image RepresentationsCode1
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