Latest AI and machine learning research in nuclear medicine for healthcare professionals.
Over the past few years, positron emission tomography/computed tomography (PET/CT) imaging for compu...
PURPOSE: The time-of-flight (TOF) information improves signal-to-noise ratio (SNR) for positron emis...
PURPOSE: Deep-learning-based attenuation correction (AC) for SPECT includes both indirect and direct...
OBJECTIVES: To demonstrate the effectiveness of automatic segmentation of diffuse large B-cell lymph...
Artificial intelligence (AI) can be applied to head and neck imaging to augment image quality and va...
A small dataset commonly affects generalization, robustness, and overall performance of deep neural ...
Although deep learning for application in positron emission tomography (PET) image reconstruction ha...
Image fusion can be performed on images either in spatial domain or frequency domain methods. Freque...
Alzheimer's Disease (AD) is a progressive, neurodegenerative brain disease and is an incurable ailme...
Genetic algorithms have a proven capability to explore a large space of solutions, and deal with ver...
PURPOSE: To develop an anomaly detection system in PET/CT with the tracer F-fluorodeoxyglucose (FDG)...
BACKGROUND AND PURPOSE: Diagnostic-quality amyloid PET images can be created with deep learning usin...
PURPOSE: The purpose of this work was to develop and validate a deep convolutional neural network (C...
Initial development of artificial Intelligence (AI) and machine learning (ML) dates back to the mid-...
Artificial intelligence (AI) has been applied to various medical imaging tasks, such as computer-aid...
Artificial intelligence (AI), Internet of Things (IoT), and the cloud computing have recently become...
Deep learning (DL) has become a remarkably powerful tool for image processing recently. However, the...
AIM: The purpose of this study was to automatically extract myocardial regions from transaxial singl...
Abnormal tau inclusions are hallmarks of Alzheimer's disease and predictors of clinical decline. Sev...
Cerenkov luminescence imaging (CLI) was successfully implemented in the intraoperative context as a ...
PURPOSE: This study aims to compare two approaches using only emission PET data and a convolution ne...