학술논문
Deep-learning based detection of vessel occlusions on CT-angiography in patients with suspected acute ischemic stroke
Document Type
article
Author
Gianluca Brugnara; Michael Baumgartner; Edwin David Scholze; Katerina Deike-Hofmann; Klaus Kades; Jonas Scherer; Stefan Denner; Hagen Meredig; Aditya Rastogi; Mustafa Ahmed Mahmutoglu; Christian Ulfert; Ulf Neuberger; Silvia Schönenberger; Kai Schlamp; Zeynep Bendella; Thomas Pinetz; Carsten Schmeel; Wolfgang Wick; Peter A. Ringleb; Ralf Floca; Markus Möhlenbruch; Alexander Radbruch; Martin Bendszus; Klaus Maier-Hein; Philipp Vollmuth
Source
Nature Communications, Vol 14, Iss 1, Pp 1-15 (2023)
Subject
Language
English
ISSN
2041-1723
Abstract
Abstract Swift diagnosis and treatment play a decisive role in the clinical outcome of patients with acute ischemic stroke (AIS), and computer-aided diagnosis (CAD) systems can accelerate the underlying diagnostic processes. Here, we developed an artificial neural network (ANN) which allows automated detection of abnormal vessel findings without any a-priori restrictions and in