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Medical Image Analysis

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Showing 51–100 of 1360 papers

TitleStatusHype
Follow My Eye: Using Gaze to Supervise Computer-Aided DiagnosisCode1
Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT ScansCode1
FACMIC: Federated Adaptative CLIP Model for Medical Image ClassificationCode1
Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease DiagnosisCode1
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
Evaluation of Complexity Measures for Deep Learning Generalization in Medical Image AnalysisCode1
Evidential segmentation of 3D PET/CT imagesCode1
A comprehensive survey on deep active learning in medical image analysisCode1
Federated Modality-specific Encoders and Multimodal Anchors for Personalized Brain Tumor SegmentationCode1
FetMRQC: Automated Quality Control for fetal brain MRICode1
Few Shot Medical Image Segmentation with Cross Attention TransformerCode1
Disentangled Representation Learning in Cardiac Image AnalysisCode1
Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural ImagesCode1
Efficient Self-Supervised Adaptation for Medical Image AnalysisCode1
Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive LearningCode1
Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac SegmentationCode1
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image AnalysisCode1
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image SegmentationCode1
USCL: Pretraining Deep Ultrasound Image Diagnosis Model through Video Contrastive Representation LearningCode1
Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD DetectionCode1
Foreground-Background Separation through Concept Distillation from Generative Image Foundation ModelsCode1
Detection and Classification of Diabetic Retinopathy using Deep Learning Algorithms for Segmentation to Facilitate Referral Recommendation for Test and Treatment PredictionCode1
Anomaly Detection in Medical Imaging with Deep Perceptual AutoencodersCode1
Deform-GAN:An Unsupervised Learning Model for Deformable RegistrationCode1
Deep learning for photoacoustic imaging: a surveyCode1
Deep learning based registration using spatial gradients and noisy segmentation labelsCode1
DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion AnnotationsCode1
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
Deep Generative Classification of Blood Cell MorphologyCode1
Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging StudyCode1
Aligning Medical Images with General Knowledge from Large Language ModelsCode1
Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI SegmentationCode1
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome ImagesCode1
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentationCode1
An optical neural network using less than 1 photon per multiplicationCode1
Deep learning based geometric registration for medical images: How accurate can we get without visual features?Code1
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and BeyondCode1
An Active Contour Model Using Matched Filter and Hessian Matrix for Retinal Vessels SegmentationCode1
COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literatureCode1
Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networksCode1
Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography ImagesCode1
Anatomical Data Augmentation via Fluid-based Image RegistrationCode1
CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed TomographyCode1
Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and TasksCode1
DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis?Code1
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localizationCode1
Embedded Prompt Tuning: Towards Enhanced Calibration of Pretrained Models for Medical ImagesCode1
CoReEcho: Continuous Representation Learning for 2D+time Echocardiography AnalysisCode1
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