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Medical Image Analysis

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Showing 501–550 of 1360 papers

TitleStatusHype
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation—0
A Comprehensive Survey of Foundation Models in Medicine—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
Chronic Obstructive Pulmonary Disease Severity Classification using lung soundCode0
Radiomics-guided Multimodal Self-attention Network for Predicting Pathological Complete Response in Breast MRI—0
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation—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
LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration—0
Disease-informed Adaptation of Vision-Language ModelsCode0
M2ANET: Mobile Malaria Attention Network for efficient classification of plasmodium parasites in blood cells—0
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis—0
Hierarchical Salient Patch Identification for Interpretable Fundus Disease Localization—0
Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis—0
Hybrid Multihead Attentive Unet-3D for Brain Tumor Segmentation—0
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data—0
Hierarchical SegNet with Channel and Context Attention for Accurate Lung Segmentation in Chest X-ray Images—0
Medical Image Analysis for Detection, Treatment and Planning of Disease using Artificial Intelligence Approaches—0
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image DatasetCode0
Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentationCode0
Self-supervised learning improves robustness of deep learning lung tumor segmentation to CT imaging differences—0
A Generalist Learner for Multifaceted Medical Image Interpretation—0
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical ImagesCode0
Semi-Supervised Disease Classification based on Limited Medical Image Data—0
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A SurveyCode0
Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers—0
Out-of-distribution Detection in Medical Image Analysis: A survey—0
Processing HSV Colored Medical Images and Adapting Color Thresholds for Computational Image Analysis: a Practical Introduction to an open-source toolCode0
A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset (MedIMeta)—0
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis—0
Gallbladder Cancer Detection in Ultrasound Images based on YOLO and Faster R-CNN—0
OPTiML: Dense Semantic Invariance Using Optimal Transport for Self-Supervised Medical Image Representation—0
IMIL: Interactive Medical Image Learning Framework—0
Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection—0
CopilotCAD: Empowering Radiologists with Report Completion Models and Quantitative Evidence from Medical Image Foundation Models—0
An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation—0
MedRG: Medical Report Grounding with Multi-modal Large Language Model—0
Fast Diffeomorphic Image Registration using Patch based Fully Convolutional Networks—0
Neural Ordinary Differential Equation based Sequential Image Registration for Dynamic Characterization—0
Transformers-based architectures for stroke segmentation: A review—0
Practical Applications of Advanced Cloud Services and Generative AI Systems in Medical Image Analysis—0
Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes—0
Deployment of Deep Learning Model in Real World Clinical Setting: A Case Study in Obstetric Ultrasound—0
Application of Tensorized Neural Networks for Cloud Classification—0
Diffusion Models with Ensembled Structure-Based Anomaly Scoring for Unsupervised Anomaly DetectionCode0
FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image AnalysisCode0
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