Millions of patients benefit from medical imaging every single day. However, we have
entered an unprecedented era in imaging practices wherein 1 out of 125 patients can be …

Importance Medical imaging increased rapidly from 2000 to 2006, but trends in recent years
have not been analyzed. Objective To evaluate recent trends in medical imaging. Design …

Introduction Health care disparities exist in all medical specialties, including radiology.
Raising awareness of established health care disparities is a critical component of …

The development of deep learning algorithms for complex tasks in digital medicine has
relied on the availability of large labeled training datasets, usually containing hundreds of …

Methods We conducted an analysis of an administrative claims database of US privately
insured and Medicare Advantage enrollees. We identified ED visits from 2005 through 2013 …

Introduction Recent years have shown an increase in radiologists' workload, both during
regular working hours and during on-call. We aimed to quantify the 8-year trend in on-call …

Overtesting, the downstream consequences of overdiagnosis, and overtreatment of some
patients are topics of growing debate within emergency medicine (EM). The “Preventing …

BACKGROUND. The volume of emergency department (ED) visits and the number of
neuroimaging examinations have increased since the start of the century. Little is known …

Introduction The primary aim was to develop convolutional neural network (CNN)‐based
artificial intelligence (AI) models for pneumothorax classification and segmentation for …

Objective To compare the use of medical imaging (x-ray [XR], CT, ultrasound, and MRI) in
the emergency department (ED) for adult patients of different racial and ethnic groups in the …