Radiology

Radiology

Latest AI and machine learning research in radiology for healthcare professionals.

14,402 articles

Subcategories: Diagnostic Radiology Nuclear Medicine Therapeutic Radiology

Showing 2437-2457 of 14,402 articles

Self-Supervised Optimization of RF Data Coherence for Improving Breast Reflection UCT Reconstruction.

Reflection Ultrasound Computed Tomography (UCT) is gaining prominence as an essential instrument for...

Jun 2025 40549515

Exploring Neural Dynamics in the Auditory Telencephalon of Crows using Functional Ultrasound Imaging.

Crows, renowned for advanced cognitive abilities and vocal communication, rely on intricate auditory...

Jun 2025 40550692

Prospective Registry Study on Thermal Liver Ablation of Primary and Secondary Liver Tumours Named the A-IMAGIO Study.

PURPOSE: The long-term objective of the Ablation-IMaging and Advanced Guidance for workflow optimiza...

Jun 2025 40550852

Fine-tuned large language model for classifying CT-guided interventional radiology reports.

BackgroundManual data curation was necessary to extract radiology reports due to the ambiguities of ...

Jun 2025 40551586

Machine learning-based prediction of amyloid positivity using early-phase F-18 flutemetamol PET.

BackgroundPrevious studies have suggested that early-phase imaging of amyloid positron emission tomo...

Jun 2025 40551603

Ensemble-based Convolutional Neural Networks for brain tumor classification in MRI: Enhancing accuracy and interpretability using explainable AI.

BACKGROUND: Accurate and efficient classification of brain tumors, including gliomas, meningiomas, a...

Jun 2025 40554976

Enhancing Lung Cancer Diagnosis: An Optimization-Driven Deep Learning Approach with CT Imaging.

Lung cancer (LC) remains a leading cause of mortality worldwide, affecting individuals across all ge...

Jun 2025 40546028

Axial Skeletal Assessment in Osteoporosis Using Radiofrequency Echographic Multi-spectrometry: Diagnostic Performance, Clinical Utility, and Future Directions.

Osteoporosis, a prevalent skeletal disorder, necessitates accurate and accessible diagnostic tools f...

Jun 2025 40557059

Large models in medical imaging: Advances and prospects.

Recent advances in large models demonstrate significant prospects for transforming the field of medi...

Jun 2025 40539307

MVKD-Trans: A Multi-View Knowledge Distillation Vision Transformer Architecture for Breast Cancer Classification Based on Ultrasound Images.

Breast cancer is the leading cancer threatening women's health. In recent years, deep neural network...

Jun 2025 40539558

Emergency radiology: roadmap for radiology departments.

Emergency radiology has evolved into a significant subspecialty over the past 2 decades, facing uniq...

Jun 2025 40540107

Automatic Multi-Task Segmentation and Vulnerability Assessment of Carotid Plaque on Contrast-Enhanced Ultrasound Images and Videos via Deep Learning.

Intraplaque neovascularization (IPN) within carotid plaque is a crucial indicator of plaque vulnerab...

Jun 2025 40540369

The value of multimodal neuroimaging in the diagnosis and treatment of post-traumatic stress disorder: a narrative review.

Post-traumatic stress disorder (PTSD) is a delayed-onset or prolonged persistent psychiatric disorde...

Jun 2025 40541953

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Self-Supervised Optimization of RF Data Coherence for Improving Breast Reflection UCT Reconstruction.

Exploring Neural Dynamics in the Auditory Telencephalon of Crows using Functional Ultrasound Imaging.

Prospective Registry Study on Thermal Liver Ablation of Primary and Secondary Liver Tumours Named the A-IMAGIO Study.

Fine-tuned large language model for classifying CT-guided interventional radiology reports.

Machine learning-based prediction of amyloid positivity using early-phase F-18 flutemetamol PET.

Ensemble-based Convolutional Neural Networks for brain tumor classification in MRI: Enhancing accuracy and interpretability using explainable AI.

Enhancing Lung Cancer Diagnosis: An Optimization-Driven Deep Learning Approach with CT Imaging.

Axial Skeletal Assessment in Osteoporosis Using Radiofrequency Echographic Multi-spectrometry: Diagnostic Performance, Clinical Utility, and Future Directions.

Large models in medical imaging: Advances and prospects.

MVKD-Trans: A Multi-View Knowledge Distillation Vision Transformer Architecture for Breast Cancer Classification Based on Ultrasound Images.

Emergency radiology: roadmap for radiology departments.

Automatic Multi-Task Segmentation and Vulnerability Assessment of Carotid Plaque on Contrast-Enhanced Ultrasound Images and Videos via Deep Learning.

The value of multimodal neuroimaging in the diagnosis and treatment of post-traumatic stress disorder: a narrative review.

Ultrafast J-resolved magnetic resonance spectroscopic imaging for high-resolution metabolic brain imaging.

Efficient slice anomaly detection network for 3D brain MRI Volume.

Machine learning-based MRI radiomics predict IL18 expression and overall survival of low-grade glioma patients.

Multi-domain information fusion diffusion model (MDIF-DM) for limited-angle computed tomography.

Non-Invasive Diagnosis of Chronic Myocardial Infarction via Composite In-Silico-Human Data Learning.

A Generative AI-Assisted Piezo-MEMS Ultrasound Device for Plant Dehydration Monitoring.

Optimized YOLOv8 for enhanced breast tumor segmentation in ultrasound imaging.

Deep learning detects retropharyngeal edema on MRI in patients with acute neck infections.

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