Latest AI and machine learning research in radiology for healthcare professionals.
PURPOSE: The conventional computed tomography (CT)-based consultation to simulation process for hipp...
RATIONALE AND OBJECTIVES: Breast cancer is the most common malignancy among females globally and acr...
OBJECTIVE: To develop and validate a deep learning-based segmentation method for accurate identifica...
Stroke remains a major global health burden (1,2), although outcomes have improved substantially thr...
OBJECTIVES: Coronary computed tomography angiography (CCTA) has become a cornerstone in non-invasive...
OBJECTIVE: To assess the performance of a deep learning-based computer-aided detection (DL-CAD) algo...
Deep learning (DL) methods can reconstruct highly accelerated magnetic resonance imaging (MRI) scans...
\textit{Objective.} Motion artifacts remain a major obstacle in dynamic computed tomography (CT) rec...
Achieving high image quality for temporal frames in dynamic positron emission tomography (PET) is ch...
Gliomas are the most common type of primary brain tumors. Their management options and outcomes depe...
The widespread adoption of computed tomography has increased the detection of lung nodules. However,...
Head computed tomography (CT) imaging is a widely used imaging modality with multitudes of medical i...
BACKGROUND: Carotid artery plaques, especially those with intraplaque hemorrhage (IPH), are signific...
Accurate differentiation between benign and malignant thyroid nodules remains challenging in clinica...
Segmentation of the left ventricle in cardiac magnetic resonance exams is critical for accurate diag...
CONTEXT: Accurate preoperative prediction of occult lymph node metastasis (OLNM) in clinically lymph...
Convolutional Neural Networks are widely used in lung cancer detection for more than a decade. Howev...
PURPOSE: Despite recent advances in preoperative work-up of drug resistant medial temporal lobe epil...
Radiotherapy (RT) remains a cornerstone of cancer management but is fundamentally constrained by nor...
OBJECTIVE: To compare the standard multi-sequence MRI protocol (sMRI) of the sacroiliac joints with ...
The prevalence of incidentally detected pancreatic cystic lesions has increased substantially with t...