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Medical Image Analysis

Papers

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Showing 601–625 of 1360 papers

TitleStatusHype
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-RaysCode1
Severity classification of ground-glass opacity via 2-D convolutional neural network and lung CT scans: a 3-day explorationCode0
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation—0
Confidence-Aware and Self-Supervised Image Anomaly LocalisationCode0
Deployment of Image Analysis Algorithms under Prevalence ShiftsCode0
Self-distillation for surgical action recognitionCode1
Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions—0
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide ImagesCode0
Less is More: Unsupervised Mask-guided Annotated CT Image Synthesis with Minimum Manual Segmentations—0
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous DataCode0
Uncertainty-informed Mutual Learning for Joint Medical Image Classification and SegmentationCode1
Robust Semi-Supervised Learning for Histopathology Images through Self-Supervision Guided Out-of-Distribution Scoring—0
Operating critical machine learning models in resource constrained regimesCode0
Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation—0
UniCT DMI Solution for 3rd COV19D Competition on COVID-19 Detection through attention-based CNN for CT Scan—0
Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment—0
Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation—0
Enhancing COVID-19 Severity Analysis through Ensemble MethodsCode0
An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis—0
MOREA: a GPU-accelerated Evolutionary Algorithm for Multi-Objective Deformable Registration of 3D Medical Images—0
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis—0
Exploring Self-Supervised Representation Learning For Low-Resource Medical Image AnalysisCode0
Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning—0
ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of PneumothoraxCode1
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical dataCode1
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