Performance of a Deep-Learning Neural Network to Detect Intracranial Aneurysms from 3D TOF-MRA Compared to Human Readers.

Anton FaronThorsten SichtermannNikolas TeichertJulian A LuetkensAnnika KeulersOmid NikoubashmanJessica FreiherrAnastasios MpotsarisMartin Wiesmann

Published in: Clinical neuroradiology (2019)

A CNN is able to detect intracranial aneurysms from clinical TOF-MRA data with a sensitivity comparable to that of expert radiologists and may have the potential to improve detection rates of incidental findings in a clinical setting.

Keyphrases

neural network
deep learning
mass spectrometry
ms ms
endothelial cells
artificial intelligence
convolutional neural network
contrast enhanced
big data
magnetic resonance
induced pluripotent stem cells
risk assessment
climate change
quantum dots