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Medical Image Analysis

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TitleStatusHype
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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