Machine-learning Assisted Swallowing Assessment: A Deep Learning-based Quality Improvement Tool to Screen for Post-stroke Dysphagia (S6.004)

To develop a proof-of-concept machine learning classifier based on voice analysis to screen for post-stroke dysphagia, thereby decreasing screening subjectivity and potentially improving access to screening by bed-side providers.