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Medical Image Analysis

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Showing 76–100 of 1360 papers

TitleStatusHype
RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering—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
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives—0
Applications of Large Models in Medicine—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
H3DE-Net: Efficient and Accurate 3D Landmark Detection in Medical ImagingCode1
Vision Foundation Models in Medical Image Analysis: Advances and Challenges—0
MedFuncta: Modality-Agnostic Representations Based on Efficient Neural FieldsCode1
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
Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour AwarenessCode1
Optimizing CNN Architectures for Advanced Thoracic Disease Classification—0
SegX: Improving Interpretability of Clinical Image Diagnosis with Segmentation-based EnhancementCode1
QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical ImagesCode1
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
MORPH-LER: Log-Euclidean Regularization for Population-Aware Image RegistrationCode0
Extending SEEDS to a Supervoxel Algorithm for Medical Image AnalysisCode0
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic PerspectiveCode0
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