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Medical Image Analysis

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Showing 251–300 of 1360 papers

TitleStatusHype
TE-SSL: Time and Event-aware Self Supervised Learning for Alzheimer's Disease Progression AnalysisCode0
MoSt-DSA: Modeling Motion and Structural Interactions for Direct Multi-Frame Interpolation in DSA ImagesCode1
FairDiff: Fair Segmentation with Point-Image DiffusionCode2
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation—0
A Domain Adaptation Model for Carotid Ultrasound: Image Harmonization, Noise Reduction, and Impact on Cardiovascular Risk Markers—0
Brain Age Estimation with a Greedy Dual-Stream Model for Limited DatasetsCode0
Medical Image Fusion for High-Level Analysis: A Mutual Enhancement Framework for Unaligned PAT and MRICode0
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis—0
Exploiting Precision Mapping and Component-Specific Feature Enhancement for Breast Cancer Segmentation and Identification—0
Multi-branch CNN and grouping cascade attention for medical image classification—0
Embedded Prompt Tuning: Towards Enhanced Calibration of Pretrained Models for Medical ImagesCode1
MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis—0
Malaria Cell Detection Using Deep Neural Networks—0
Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease DiagnosisCode1
Brain Tumor Classification using Vision Transformer with Selective Cross-Attention Mechanism and Feature Calibration—0
BayTTA: Uncertainty-aware medical image classification with optimized test-time augmentation using Bayesian model averagingCode0
Scalable Artificial Intelligence for Science: Perspectives, Methods and Exemplars—0
DWARF: Disease-weighted network for attention map refinement—0
TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM—0
PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology ImagesCode0
ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical ImagesCode1
Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical ImageCode0
Resource-efficient Medical Image Analysis with Self-adapting Forward-Forward Networks—0
Head Pose Estimation and 3D Neural Surface Reconstruction via Monocular Camera in situ for Navigation and Safe Insertion into Natural Openings—0
Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery MethodsCode0
Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification—0
Boosting Medical Image Classification with Segmentation Foundation Model—0
A Comprehensive Survey of Foundation Models in Medicine—0
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation—0
Comparison of fine-tuning strategies for transfer learning in medical image classification—0
Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis—0
Equivariant Neural Tangent Kernels—0
Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification—0
XctDiff: Reconstruction of CT Images with Consistent Anatomical Structures from a Single Radiographic Projection ImageCode1
Chronic Obstructive Pulmonary Disease Severity Classification using lung soundCode0
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image AnalysisCode3
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation—0
Radiomics-guided Multimodal Self-attention Network for Predicting Pathological Complete Response in Breast MRI—0
Cross-Dimensional Medical Self-Supervised Representation Learning Based on a Pseudo-3D Transformation—0
An Early Investigation into the Utility of Multimodal Large Language Models in Medical Imaging—0
Domain generalization for retinal vessel segmentation via Hessian-based vector field—0
Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image RegistrationCode2
Learning Diffeomorphism for Image Registration with Time-Continuous Networks using Semigroup RegularizationCode1
LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration—0
Disease-informed Adaptation of Vision-Language ModelsCode0
Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis—0
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis—0
Hierarchical Salient Patch Identification for Interpretable Fundus Disease Localization—0
M2ANET: Mobile Malaria Attention Network for efficient classification of plasmodium parasites in blood cells—0
Hybrid Multihead Attentive Unet-3D for Brain Tumor Segmentation—0
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