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Clinical Relevance- This work has the potential to enable much higher resolution, and potentially cheaper, IVUS imaging in blood vessels by integrating low-cost acoustic transducers with interface amplifiers directly on the catheter.A number of machine learning (ML), and particularly in recent years, deep learning (DL) approaches have been proposed for automatic classification of Alzheimer's disease (AD) using brain structural magnetic resonance imaging (MRI) data. However, the data available are limited in the case of this specific disea