Analysis of Cerebral CT Based on Supervised Machine Learning as a Predictor of Outcome After Out-of-Hospital Cardiac Arrest

Information Science, Artificial Intelligence, Medicine, Emergency Medicine, Neurology, Medical Imaging,
cerebral CT   machine learning   out-of-hospital cardiac arrest   prognosis   gray matter   neurological injury  

Brain CT Analysis as a Tool for Outcome Prediction after Out-of-Hospital Cardiac Arrest: A Supervised Machine Learning Analysis Research Background Out-of-Hospital Cardiac Arrest (OHCA) is one of the leading causes of death in the Western world, with extremely low survival rates, ranging from 3% to 16%. The neurological and overall outcomes after O...

Long-term in vivo three-photon imaging reveals region-specific differences in healthy and regenerative oligodendrogenesis

Long-term in vivo three-photon imaging reveals region-specific differences in healthy and regenerative oligodendrogenesis

Medicine, Neurology, Life Sciences, Cell Biology,
oligodendrocytes   three-photon imaging   gray matter   white matter   remyelination  

This paper reports an original study on the dynamics of oligodendrocytes in the mouse cortex and white matter using three-photon microscopy. Introduction: Oligodendrocytes are the cells that produce myelin in the central nervous system, which is crucial for neural transmission, cognitive function, and injury repair. Previous studies have shown regi...