Objective To assess the methodological quality of studies on prediction models developed
using machine learning techniques across all medical specialties. Design Systematic …

Importance Among the most impactful neurologic assessments is that of
neuroprognostication, defined here as the prediction of neurologic recovery from disorders …

In unconscious appearing patients with acute brain injury, wilful brain activation to motor
commands without behavioural signs of command following, known as cognitive motor …

Goal-directed manipulation of internal representations is a key element of human flexible
behaviour, while consciousness is commonly associated with higher-order cognition and …

The return of consciousness after traumatic brain injury (TBI) is associated with restoring
complex cortical dynamics; however, it is unclear what interactions govern these complex …

Abstract Background/Objective Neurostimulants may improve or accelerate cognitive and
functional recovery after intracerebral hemorrhage (ICH), ischemic stroke (IS), or …

Disorder of consciousness (DoC) after severe brain injury presents numerous challenges to
clinicians, as the diagnosis, prognosis, and management are often uncertain. Magnetic …

Recovery of consciousness after traumatic brain injury (TBI) is heterogeneous and difficult to
predict. Structures such as the thalamus and prefrontal cortex are thought to be important in …

The aim of this prospective, observational cohort study was to investigate and assess
diverse neuroimaging biomarkers to predict patients' neurological recovery after coma. 32 …

Drug‐resistant focal epilepsy (DRFE), defined by failure of two antiepileptic drugs, affects
30% of epileptic patients. Epilepsy surgeries are alternative options for this population …