Deep Learning-Based Approach for the Diagnosis of Moyamoya Disease.
Journal:
Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association
PMID:
32992181
Abstract
OBJECTIVES: Moyamoya disease is a unique cerebrovascular disorder that is characterized by chronic bilateral stenosis of the internal carotid arteries and by the formation of an abnormal vascular network called moyamoya vessels. In this stury, the authors inspected whether differentiation between patients with moyamoya disease and those with atherosclerotic disease or normal controls might be possible by using deep machine learning technology.
Authors
Keywords
Adolescent
Adult
Deep Learning
Diagnosis, Computer-Assisted
Diagnosis, Differential
Female
Humans
Image Interpretation, Computer-Assisted
Intracranial Arteriosclerosis
Magnetic Resonance Imaging
Male
Middle Aged
Moyamoya Disease
Predictive Value of Tests
Reproducibility of Results
Retrospective Studies
Young Adult