Publications by Ozge Doguc

Publications by authors named "Ozge Doguc"

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An Early Warning System Using Machine Learning for the Detection of Intracranial Hematomas in the Emergency Trauma Setting.

Aydin Aydoseli Tugrul Cem Unal Onur Kardes Ozge Doguc Ilyas Dolas

Turk Neurosurg

May 2022

Aim: To present an early warning system (EWS) that employs a supervised machine learning algorithm for the rapid detection of extra-axial hematomas (EAHs) in an emergency trauma setting.

Material And Methods: A total of 150 sets of cranial computed tomography (CT) scans were used in this study with a total of 11,025 images. Of the CTs, 75 were labeled as EAH, the remaining 75 were normal.

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