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Medical Image Analysis

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Showing 301–350 of 1360 papers

TitleStatusHype
Robust Fairness Vision-Language Learning for Medical Image AnalysisCode0
Reinforced Correlation Between Vision and Language for Precise Medical AI Assistant—0
Adversarial Robustness Analysis of Vision-Language Models in Medical Image SegmentationCode0
Anyprefer: An Agentic Framework for Preference Data Synthesis—0
CLIP-IT: CLIP-based Pairing for Histology Images ClassificationCode0
Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation—0
Hybrid Dense-UNet201 Optimization for Pap Smear Image Segmentation Using Spider Monkey Optimization—0
Embedding Radiomics into Vision Transformers for Multimodal Medical Image Classification—0
Learning to Harmonize Cross-vendor X-ray Images by Non-linear Image Dynamics Correction—0
Boosting multi-demographic federated learning for chest x-ray analysis using general-purpose self-supervised representations—0
A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image SegmentationCode0
Federated Learning for Medical Image Classification: A Comprehensive Benchmark—0
DBF-UNet: A Two-Stage Framework for Carotid Artery Segmentation with Pseudo-Label GenerationCode0
WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation—0
EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation—0
iMedImage Technical Report—0
SeLIP: Similarity Enhanced Contrastive Language Image Pretraining for Multi-modal Head MRI—0
UMIT: Unifying Medical Imaging Tasks via Vision-Language ModelsCode0
DCAT: Dual Cross-Attention Fusion for Disease Classification in Radiological Images with Uncertainty Estimation—0
QuickDraw: Fast Visualization, Analysis and Active Learning for Medical Image SegmentationCode0
Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis—0
Deep Perceptual Enhancement for Medical Image AnalysisCode0
Keeping Representation Similarity in Finetuning for Medical Image Analysis—0
Synthetic Lung X-ray Generation through Cross-Attention and Affinity Transformation—0
Improving cognitive diagnostics in pathology: a deep learning approach for augmenting perceptional understanding of histopathology images—0
FMT:A Multimodal Pneumonia Detection Model Based on Stacking MOE Framework—0
SAS: Segment Anything Small for Ultrasound -- A Non-Generative Data Augmentation Technique for Robust Deep Learning in Ultrasound Imaging—0
Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation—0
State-of-the-Art Stroke Lesion Segmentation at 1/1000th of Parameters—0
FunBench: Benchmarking Fundus Reading Skills of MLLMs—0
An Integrated Deep Learning Framework Leveraging NASNet and Vision Transformer with MixProcessing for Accurate and Precise Diagnosis of Lung Diseases—0
RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering—0
A Residual Multi-task Network for Joint Classification and Regression in Medical Imaging—0
Deep learning and classical computer vision techniques in medical image analysis: Case studies on brain MRI tissue segmentation, lung CT COPD registration, and skin lesion classification—0
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning—0
MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification—0
TagGAN: A Generative Model for Data Tagging—0
Applications of Large Models in Medicine—0
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives—0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier ModelsCode0
Vision Foundation Models in Medical Image Analysis: Advances and Challenges—0
UNGT: Ultrasound Nasogastric Tube Dataset for Medical Image AnalysisCode0
Enhancing Chest X-ray Classification through Knowledge Injection in Cross-Modality Learning—0
MobileViM: A Light-weight and Dimension-independent Vision Mamba for 3D Medical Image AnalysisCode0
Optimizing CNN Architectures for Advanced Thoracic Disease Classification—0
ActiveSSF: An Active-Learning-Guided Self-Supervised Framework for Long-Tailed Megakaryocyte Classification—0
The Devil is in the Prompts: De-Identification Traces Enhance Memorization Risks in Synthetic Chest X-Ray GenerationCode0
Synthetic Poisoning Attacks: The Impact of Poisoned MRI Image on U-Net Brain Tumor Segmentation—0
Extending SEEDS to a Supervoxel Algorithm for Medical Image AnalysisCode0
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