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Khabre desk
Recent reporting, analysis and explainers from the stroke desk.
health
A medRxiv preprint comparing APOLLAI with emergency medical services raters on recordings from 295 patients with suspected stroke reports higher sensitivity for the AI system across five neurological tasks. The authors say prospective validation in real-world EMS conditions is needed.
technology
Three engineering students from SAS Nagar, Punjab, are developing NeuroTrace, a wearable-free smartphone concept for monitoring stroke survivors at home. Its proposed daily check-in compares voice, facial movement and reaction-time signals with a personal baseline.
health
A medRxiv preprint reports that StrokeAgent matched expert-adjudicated final decisions in 86% of a curated set of 100 acute-stroke cases. The system processes clinical records, laboratory results, ECG waveforms and CT images as information becomes available.
science
A bioRxiv preprint of 47 patients links phase-specific brain activity and connectivity patterns to early and later language recovery after ischemic stroke.
health
A medRxiv systematic review and meta-analysis found that the blood biomarker GFAP distinguished intracerebral hemorrhage from ischemic stroke, with pooled specificity of 87.2%. Accuracy was higher in samples taken within two hours, but sensitivity remained limited, particularly for smaller hemorrhages.