Radiology

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

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Myocardial Native T1 Mapping in the German National Cohort (NAKO): Associations with Age, Sex, and Cardiometabolic Risk Factors

In cardiovascular magnetic resonance (CMR), myocardial native T1 mapping enables quantitative, non-i...

Evaluation of Large Language Model-Generated Patient Information for Communicating Radiation Risk

Large language models are increasingly used to generate patient information in healthcare. However, ...

Incremental diagnostic value of AI-derived coronary artery calcium in 18F-flurpiridaz PET Myocardial Perfusion Imaging

Positron Emission Tomography (PET) myocardial perfusion imaging (MPI) is a powerful tool for predict...

Multicenter Evaluation of Interpretable AI for Coronary Artery Disease Diagnosis from PET Biomarkers

Positron emission tomography (PET)/CT for myocardial perfusion imaging (MPI) provides multiple imagi...

Dynamic frame-by-frame motion correction for 18F-flurpiridaz PET-MPI using convolution neural network

Precise quantification of myocardial blood flow (MBF) and flow reserve (MFR) in 18F-flurpiridaz PET ...

Multimodal Integration of Alzheimer’s Plasma Biomarkers, MRI, and Genetic Risk for Individual Prediction of Cerebral Amyloid Burden

Alzheimer’s disease (AD), the most prevalent neurodegenerative disorder, is marked by the accumulati...

Artificial intelligence in prenatal ultrasound: A systematic review of diagnostic tools for detecting congenital anomalies

Artificial intelligence (AI) has potentially shown promise in interpreting ultrasound imaging throug...

The REgistry of Flow and Perfusion Imaging for Artificial INtelligEnce with PET (REFINE PET): Rationale and Design

The REgistry of Flow and Perfusion Imaging for Artificial INtelligEnce with PET (REFINE PET) was est...

CAPoxy: a feasibility study to investigate multispectral imaging in nailfold capillaroscopy

Nailfold capillaroscopy enables visualisation of structural abnormalities in the microvasculature of...

Artificial Intelligence-based Automated Echocardiographic Analysis and the Workflow of Sonographers: A randomized crossover trial

This randomized crossover trial aimed to evaluate whether an artificial intelligence (AI)-based auto...

SibBMS: Siberian Brain Multiple Sclerosis Dataset with lesion segmentation and patient meta information

Multiple sclerosis (MS) is a chronic inflammatory neurodegenerative disorder of the central nervous ...

Ultra-low-field MRI for imaging of severe multiple sclerosis: a case-controlled study

Severe multiple sclerosis (MS) presents challenges for clinical research due to mobility constraints...

A Systematic Review of Multimodal Deep Learning and Machine Learning Fusion Techniques for Prostate Cancer Classification

Prostate cancer remains one of the most prevalent malignancies and a leading cause of cancer-related...

Postmortem Validation of Quantitative MRI for White Matter Hyperintensities in Alzheimer’s Disease

White matter hyperintensities (WMH) are frequently observed on MRI in aging and Alzheimer’s disease ...

BrainSignsNET: Deep Learning-Based 3D Anatomical Landmark Detection in Human Brain Imaging

Accurate detection of anatomical landmarks in brain Magnetic Resonance Imaging (MRI) scans is essent...

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