Deep learning based detection of intracranial aneurysms on digital subtraction angiography: A feasibility study.

Nicolin HaincManoj MannilVaia AnagnostakouHatem AlkadhiChristian BluethgenLorenz WachtAndrea BinkShakir HusainZsolt KulcsárSebastian Winklhofer

Published in: The neuroradiology journal (2020)

The commercial-grade deep learning software allows for detection of intracranial aneurysms on whole-brain, 2D anteroposterior and lateral digital subtraction angiography images, with results being comparable to more specifically engineered deep learning techniques.

Keyphrases

deep learning
optical coherence tomography
convolutional neural network
artificial intelligence
computed tomography
loop mediated isothermal amplification
machine learning
label free
real time pcr
minimally invasive
dual energy
magnetic resonance imaging
data analysis
quantum dots