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Medical Image Analysis

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Showing 501–525 of 1360 papers

TitleStatusHype
Rapid Training Data Creation by Synthesizing Medical Images for Classification and Localization—0
Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs—0
Few-shot medical image classification with simple shape and texture text descriptors using vision-language models—0
Achieving state-of-the-art performance in the Medical Out-of-Distribution (MOOD) challenge using plausible synthetic anomaliesCode0
Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation—0
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification—0
Automated COVID-19 CT Image Classification using Multi-head Channel Attention in Deep CNN—0
Implicit Neural Representation in Medical Imaging: A Comparative SurveyCode2
Cross-dimensional transfer learning in medical image segmentation with deep learningCode0
Multi-layer Aggregation as a key to feature-based OOD detectionCode0
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative NormalizationCode0
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory DistillationCode1
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image SegmentationCode1
Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free ApproachCode1
CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasetsCode0
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review—0
SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image SegmentationCode1
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification—0
Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion—0
SL: Stable Learning in Source-Free Domain Adaption for Medical Image Segmentation—0
Is attention all you need in medical image analysis? A review—0
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image SegmentationCode1
Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation—0
DVPT: Dynamic Visual Prompt Tuning of Large Pre-trained Models for Medical Image AnalysisCode0
A reinforcement learning approach for VQA validation: an application to diabetic macular edema grading—0
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