Background Due to the time-sensitive effect of endovascular treatment, rapid prehospital
identification of large-vessel occlusion in individuals with suspected stroke is essential to …

Background: Large vessel occlusion (LVO) is the obstruction of large, proximal cerebral
arteries and can account for up to 46% of acute ischaemic stroke (AIS) when both the A2 …

Importance The efficacy of endovascular thrombectomy (EVT) for symptomatic large anterior
vessel occlusion (sLAVO) sharply decreases with time. Because EVT is restricted to …

The social and financial burden of stroke is remarkable. Stroke is a leading cause of death
and long-term disability worldwide. For several years, intravenous recombinant tissue …

While the development of prehospital diagnosis scales has been reported in various
regions, we have also developed a scale to predict stroke type using machine learning. In …

Background: The usefulness of prehospital scales for identifying anterior circulation large
vessel occlusion (aLVO) in patients with suspected stroke may vary depending on the …

Background The key to effective stroke management is timely diagnosis and triage. Machine
learning (ML) methods developed to assist in detecting stroke have focused on interpreting …

The identification of stroke mimics (SMs) in patients with stroke could lead to delayed
diagnosis and waste of medical resources. Multilayer perceptron (MLP) was proved to be an …

BACKGROUND: Differences in clinical presentation of acute ischemic stroke between men
and women may affect prehospital identification of anterior circulation large vessel occlusion …

Background Prehospital identification of large vessel occlusion (LVO) holds significant
potential to decrease the onset‐to‐treatment time. Several prehospital scales have been …