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.
Toward automated classification of pathological transcranial doppler waveform morphology via spectral clustering.PloS one, 15(2):e0228642, 2020
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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.