Automated detection and segmentation of intracranial hemorrhage suspect hyperdensities in non-contrast-enhanced CT scans of acute stroke patients

ConclusionThe AI-based algorithm reliably assessed the presence or absence of acute ICHs in this dataset and quantified IPH volumes precisely.Key Points•Artificial intelligence (AI) is able to detect hyperdense volumes on brain CTs reliably.•Sensitivity and specificity are highest for the detection of intraparenchymal hemorrhages.•Interreader reliability for hemorrhage detection shows strong agreement for AI and human readers.
Source: European Radiology - Category: Radiology Source Type: research