Latest AI and machine learning research in radiology for healthcare professionals.
Ultrasound is the primary tool for thyroid nodule assessment, but diagnostic accuracy and efficiency...
PURPOSE: Ultra-low-field (ULF) MRI provides a cost-effective, portable imaging option but has relati...
RATIONALE AND OBJECTIVES: This study aimed to quantitatively characterize the heterogeneity of Trans...
BACKGROUND AND PURPOSE: To develop a comprehensive multi-modal framework for assessing the rupture r...
BACKGROUND: Precision theranostics in nuclear medicine requires reproducible, calibrated quantificat...
BACKGROUND: Left atrioventricular coupling index (LACI) has emerged as a prognostic biomarker, but i...
PURPOSE: Non-mass enhancement (NME) in breast magnetic resonance imaging (MRI) is a diagnostically c...
OBJECTIVE: Gliomas are heterogeneous brain tumors with variable biology and treatment response. Accu...
Paediatric oncology relies heavily on medical imaging for diagnosis, treatment planning, and longitu...
BACKGROUND: Computed tomography pulmonary angiography (CTPA) is the standard imaging modality for di...
BACKGROUND: Failure of conventional imaging to detect pancreatic ductal adenocarcinoma (PDA) at its ...
OBJECTIVES: Mammographic density is associated with increased risk of developing breast cancer. Auto...
Artificial intelligence-based computer-aided diagnosis (CADx) systems have seen growing adoption in ...
The noise of Magnetic Resonance Imaging (MRI) poses challenges for Deep Learning (DL) when tumor bou...
Chronic liver disease (CLD) and subsequent liver cirrhosis (LC) are common causes of death and healt...
BACKGROUND: This study explored a machine learning approach using 18F-FDG PET/CT as a non-invasive a...
OBJECTIVE: To identify the optimal machine learning strategy, including feature selection and dimens...
Autism Spectrum Disorder (ASD) is a neurodevelopmental disease that causes discrepancies in social i...
PURPOSE: To evaluate a data-efficient segmentation approach for quantifying lumbar paraspinal muscle...
Cognitive trajectories in Parkinson's disease (PD) exhibit substantial heterogeneity, ranging from l...
Lung ultrasound (LUS) is increasingly utilized for diagnosing pediatric pneumonia due to its bedside...