APPARATUS AND METHODS FOR DETECTION AND MONITORING OF CEREBRAL ISCHEMIA TO ENABLE OPTIMAL STROKE TREATMENT

APPARATUS AND METHODS FOR DETECTION AND MONITORING OF CEREBRAL ISCHEMIA TO ENABLE OPTIMAL STROKE TREATMENT

Provided herein are systems and methods for automatically determining if a subject is having a stroke. A subject's brain may be monitored with sensors or electrodes to acquire biopotential voltage data. EEG data, power spectrum data and ratios and differences thereof, principal component analys...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: NABER, Urs, Hendrik, THOMPSON, Patrick, Clyne, VARDOULIS, Orestis, ROBERTS, Lily, Ayodele
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
DIAGNOSIS
HUMAN NECESSITIES
HYGIENE
IDENTIFICATION
MEDICAL OR VETERINARY SCIENCE
SURGERY
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Beschreibung
Zusammenfassung:Provided herein are systems and methods for automatically determining if a subject is having a stroke. A subject's brain may be monitored with sensors or electrodes to acquire biopotential voltage data. EEG data, power spectrum data and ratios and differences thereof, principal component analysis (PCA) features, and/or other engineered features may be extracted scored with automated machine learning systems. A classifier can identify and/or output if the subject is having a stroke. The subject or a third party can be automatically notified that the subject is having a stroke.