Latest AI and machine learning research in radiology for healthcare professionals.
BACKGRUOUND: This study aimed to evaluate the applicability of deep learning technology to thyroid u...
Weakly-supervised learning (WSL) methods have gained significant attention in medical image segmenta...
Coronary artery calcification (CAC) is a key marker of coronary artery disease (CAD) but is often un...
BACKGROUND: Conventional hip joint MRI scans necessitate lengthy scan durations, posing challenges f...
BACKGROUND AND OBJECTIVES: Accurate classification of lymphadenopathy is essential for determining t...
BACKGROUND: Alzheimer's disease (AD) is a neurodegenerative disorder. There are no drugs and methods...
Given their potential as natural substitutes for artificial additives and their health advantages, t...
BACKGROUND: Posterior circulation infarction (POCI) is common. Imaging techniques such as non-contra...
BACKGROUND: Single-subject voxel-based morphometry (VBM) is a powerful technique for reader-independ...
PURPOSE: High dose rate (HDR) prostate brachytherapy (BT) procedure requires image-guided needle ins...
PURPOSE: Magnetization prepared rapid gradient echo (MPRAGE) is a useful three-dimensional (3D) T1-w...
OBJECTIVE: Segmentation of individual thigh muscles in MRI images is essential for monitoring neurom...
Neurological disorders, including cerebral vascular occlusions and strokes, present a major global h...
BACKGROUND: Visual assessment of coronary CT angiography (CCTA) is time-consuming, influenced by rea...
PURPOSE: We examined whether end-to-end deep-learning models could detect moderate (≥50%) or severe ...
This paper introduces a novel method for spleen segmentation in ultrasound images, using a two-phase...
Deep learning (DL) methods have demonstrated remarkable effectiveness in assisting with lung cancer ...
Osteoarthritis (OA) is heterogeneous and involves structural changes in the whole joint, such as car...
PURPOSE: Surveys to assess views about artificial intelligence (AI) of various diagnostic radiology ...
RATIONALE AND OBJECTIVES: In the USA over 1 million breast biopsies are performed annually. Approxim...
BACKGROUND AND OBJECTIVE: Accurate segmentation of the prostate region in magnetic resonance imaging...