Latest AI and machine learning research in radiology for healthcare professionals.
OBJECTIVES: 7T MRI enhances lesion detection in epilepsy but is limited by radiofrequency transmissi...
Conventional approaches for vascular graft stenosis diagnostics, including X-ray angiography, magnet...
Homologous recombination deficiency (HRD) can lead to genomic instability, increased cancer suscepti...
OBJECTIVE: To develop and validate an automated, disc-level deep learning pipeline for quantitative ...
Myometrial lesions are a common indication for pelvic imaging, with accurate characterisation crucia...
AIMS: Coronary computed tomography angiography (CCTA) enables a non-invasive, comprehensive assessme...
OBJECTIVE: To describe the current use, limitations, and future directions of lesion network mapping...
BACKGROUND AND AIMS: Liver fibrosis is a progressive accumulation of extracellular matrix proteins w...
Imaging of renal graft function and pathology, including delayed graft function (DGF), often require...
RATIONALE AND OBJECTIVES: To evaluate the impact of a deep learning reconstruction (DLR) algorithm c...
This paper will forecast advancements in coronary revascularization by 2040, drawing on historical t...
Valvular heart disease (VHD) remains significantly underdiagnosed and undertreated. This review exam...
Valvular heart disease represents a significant global health burden, with an estimated prevalence o...
In the face of emerging threats from natural disasters, nuclear accidents, and potential malicious u...
OBJECTIVE: To investigate the performance of various convolutional neural networks (CNNs) in identif...
Study DesignA multicenter study.ObjectiveTo develop a machine learning algorithm to predict when mag...
CLINICAL/METHODICAL ISSUE: Eosinophilic pneumonias are rare inflammatory lung diseases with heteroge...
Pheochromocytomas and paragangliomas (PPGLs) are rare neuroendocrine tumors originating from neural ...
OBJECTIVES: To develop and validate a primary tumor-derived, multiparametric MRI-based deep learning...
BACKGROUND: The diagnosis of temporomandibular joint (TMJ) disc displacement relies on clinical symp...
BACKGROUND: Ultrasound-guided regional anesthesia is commonly used to enhance perioperative analgesi...