Machine learning models trained on TCD-derived features from healthy subjects predict brain vascular age and indicate accelerated cerebrovascular aging in subjects with stroke, Alzheimer's, and other conditions.
Mri-based age prediction using hidden markov models.Journal of neuroscience methods, 199(1):140–145, 2011
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Brain Vascular Age Prediction Using Cerebral Blood Flow Velocity and Machine Learning Algorithms
Machine learning models trained on TCD-derived features from healthy subjects predict brain vascular age and indicate accelerated cerebrovascular aging in subjects with stroke, Alzheimer's, and other conditions.