Abstract Background AI/ML CAD tools can potentially improve outcomes in the high-stakes,
high-volume model of trauma radiology. No prior scoping review has been undertaken to …

Traumatic brain injury (TBI) occurs due to the disruption in the normal functioning of the
brain by sudden external forces. The primary and secondary injuries due to TBI include …

The most common cause of long-term disability and death in young adults is a traumatic
brain injury. The decision for surgical intervention for craniotomy is dependent on the injury …

Hemorrhagic stroke is the condition involving the rupture of a vessel inside the brain and is
characterized by high mortality rates. Even if the patient survives, stroke can cause …

Deep neural networks often suffer from performance inconsistency for multiorgan
segmentation in medical images; some organs are segmented far worse than others. The …

Traumatic brain injury (TBI) is one of the major causes of disability and mortality worldwide.
Rapid and precise clinical assessment and decision-making are essential to improve the …

Intracerebral hemorrhage (ICH) is a serious category of head injury, which means bleeding
occurs inside the skull, and in many cases leads to a high disability or mortality. Therefore …

An axial MRI image of the lumbar spine generally contains multiple spinal structures and
their simultaneous segmentation will help analyze the pathogenesis of the spinal disease …

Purpose Cerebral vasospasm following aneurysmal subarachnoid hemorrhage (aSAH) is a
significant complication associated with poor neurological outcomes. We present a novel …

Background: The purpose of this study was to conduct a systematic review for understanding
the availability and limitations of artificial intelligence (AI) approaches that could …