Purpose Chest X-ray (CXR) use in pre-MRI safety screening, such as for lead-less implanted
electronic device (LLIED) recognition, is common. To assist CXR interpretation, we “pre …

Objective With the recent development of various MRI-conditional cardiac implantable
electronic devices (CIEDs), the accurate identification and characterization of CIEDs have …

Limitations of the chest X-ray (CXR) have resulted in attempts to create machine learning
systems to assist clinicians and improve interpretation accuracy. An understanding of the …

Flagging the presence of cardiac devices such as pacemakers before an MRI scan is
essential to allow appropriate safety checks. We assess the accuracy with which a machine …

Purpose The translation of deep learning (DL) techniques from research to effective clinical
implementations has to overcome an important gap between the DL-development setting …

Pacemakers and implantable cardioverter defibrillators are commonly encountered in
clinical practice, and entails special consideration when magnetic resonance imaging (MRI) …

Chest X-ray (CXR) is the most important technique for performing chest imaging, despite its
well-known limitations in terms of scope and sensitivity. These intrinsic limitations of CXR …

Background Identification of implanted cardiac devices is paramount to effective care of
patients in the emergency department, operating room, radiology suite, and …

Automated radiological screening is an advancing field in which algorithms and predictive
models are used to detect abnormalities in Chest X-rays (CXRs). Traditionally, in machine …

Background: The chest radiograph (CXR) is the most frequently performed radiological
examination worldwide. The increasing volume of CXRs performed in hospitals causes …