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Medical Image Analysis

Papers

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Showing 151–200 of 1360 papers

TitleStatusHype
DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion AnnotationsCode1
Evidential segmentation of 3D PET/CT imagesCode1
Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT ScansCode1
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image AnalysisCode1
Deep learning for photoacoustic imaging: a surveyCode1
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image SegmentationCode1
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image AnalysisCode1
Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and trackingCode1
Embedded Prompt Tuning: Towards Enhanced Calibration of Pretrained Models for Medical ImagesCode1
Boundary-assisted Region Proposal Networks for Nucleus SegmentationCode1
Few Shot Medical Image Segmentation with Cross Attention TransformerCode1
FIBA: Frequency-Injection based Backdoor Attack in Medical Image AnalysisCode1
Foreground-Background Separation through Concept Distillation from Generative Image Foundation ModelsCode1
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image RestorationCode1
GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image RecognitionCode1
Augmenting Chest X-ray Datasets with Non-Expert AnnotationsCode1
Deform-GAN:An Unsupervised Learning Model for Deformable RegistrationCode1
Boundary loss for highly unbalanced segmentationCode1
Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging StudyCode1
Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative StudyCode1
Deep learning based geometric registration for medical images: How accurate can we get without visual features?Code1
Image Segmentation Using Deep Learning: A SurveyCode1
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentationCode1
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-NetCode1
Deep Learning-Based Concurrent Brain Registration and Tumor SegmentationCode1
Deep learning based registration using spatial gradients and noisy segmentation labelsCode1
Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical ImagingCode1
Membership Leakage in Label-Only ExposuresCode1
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and BeyondCode1
Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural NetworksCode1
An Active Contour Model Using Matched Filter and Hessian Matrix for Retinal Vessels SegmentationCode1
Learning Anatomically Consistent Embedding for Chest RadiographyCode1
Detection and Classification of Diabetic Retinopathy using Deep Learning Algorithms for Segmentation to Facilitate Referral Recommendation for Test and Treatment PredictionCode1
Learning Medical Image Denoising with Deep Dynamic Residual Attention NetworkCode1
Learning with Explicit Shape Priors for Medical Image SegmentationCode1
Lesion Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at ScaleCode1
Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome ImagesCode1
Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI SegmentationCode1
Anatomical Data Augmentation via Fluid-based Image RegistrationCode1
Deep Generative Classification of Blood Cell MorphologyCode1
CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed TomographyCode1
Big Self-Supervised Models Advance Medical Image ClassificationCode1
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?Code1
MedContext: Learning Contextual Cues for Efficient Volumetric Medical SegmentationCode1
MedFILIP: Medical Fine-grained Language-Image Pre-trainingCode1
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
Contrastive learning of global and local features for medical image segmentation with limited annotationsCode1
Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A ReviewCode1
Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation LearningCode1
CoReEcho: Continuous Representation Learning for 2D+time Echocardiography AnalysisCode1
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