Automated ASPECTS on Noncontrast CT Scans in Patients with Acute Ischemic Stroke Using Machine Learning.

Hulin Kuang M Najm D Chakraborty N Maraj Sung Il Sohn Mayank Goyal Michael D Hill Andrew M Demchuk Bijoy K Menon Wu Qiu

Published in: AJNR. American journal of neuroradiology (2018)

The proposed automated ASPECTS scoring approach shows reasonable ability to determine ASPECTS on NCCT images in patients presenting with acute ischemic stroke.

Keyphrases

acute ischemic stroke
deep learning
dual energy
computed tomography
machine learning
high throughput
contrast enhanced
convolutional neural network
optical coherence tomography
magnetic resonance
positron emission tomography
single cell
pet ct