Journal of Medical Diagnostic Methods
Open Access

Department of Imaging, Cedars Sinai Medical Center, Los Angeles, CA, USA

Biography

Maya MM is currently working at the Department of Imaging, Cedars-Sinai Medical Center, David Geffen School of Medicine at UCLA, Los Angeles, CA 90048, USA and is mainly interested in the field of radiology.

Publications

• Research Article   
  Prescreening for Intracranial Hemorrhage on CT Head Scans with an AI-Based Radiology Workflow Triage Tool: An Accuracy Study
  Author(s): Chodakiewitz YG*, Maya MM and Pressman BD
  
  Purpose: To evaluate a recently FDA-approved AI-based radiology workflow triage device for accuracy in identification of intracranial hemorrhage (ICH) on prescreening of real-world CT brain scans. Method/Materials: An AI-based device ("the algorithm") for ICH detection on CT brain scans was studied at our institution; the algorithm was developed by outside company Aidoc (Tel Aviv, Israel). A retrospective dataset of 533 non-contrast head CT scans was collected from our large urban tertiary academic medical center. Following convention for studies evaluating sensitivities and specificities of imaging computer-aided detection and diagnosis devices, a prevalence-enriched dataset was utilized such that a 50% prevalence of intracranial hemorrhage was obtained. The algorithm was run on the dataset. Cases flagged by the algorithm as positiv.. View More»
  

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