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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
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark LocalizationCode1
Interactive Medical Image Analysis with Concept-based Similarity ReasoningCode1
Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised MethodsCode1
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical DiagnosisCode1
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-NetCode1
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
Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative StudyCode1
Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural NetworksCode1
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
USCL: Pretraining Deep Ultrasound Image Diagnosis Model through Video Contrastive Representation LearningCode1
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
Efficient Self-Supervised Adaptation for Medical Image AnalysisCode1
DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis?Code1
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image SegmentationCode1
MedDeblur: Medical Image Deblurring with Residual Dense Spatial-Asymmetric AttentionCode1
Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac SegmentationCode1
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image AnalysisCode1
Detection and Classification of Diabetic Retinopathy using Deep Learning Algorithms for Segmentation to Facilitate Referral Recommendation for Test and Treatment PredictionCode1
Directional Connectivity-based Segmentation of Medical ImagesCode1
DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion AnnotationsCode1
Deep learning based geometric registration for medical images: How accurate can we get without visual features?Code1
Deform-GAN:An Unsupervised Learning Model for Deformable RegistrationCode1
Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and TasksCode1
Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural ImagesCode1
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
CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed TomographyCode1
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
Deep Learning-Based Concurrent Brain Registration and Tumor SegmentationCode1
Deep learning based registration using spatial gradients and noisy segmentation labelsCode1
Deep learning for photoacoustic imaging: a surveyCode1
ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of PneumothoraxCode1
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image SegmentationCode1
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image AnalysisCode1
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