CAREER: Advanced data analytics and high-resolution cervical auscultation can accurately predict dysphagia
Overall: Dysphagia (swallowing disorders) causes 150,000 annual hospitalizations, increases pneumonia incidence, and adds 220,000 additional days to hospital admissions each year. Dysphagia risk is currently assessed via screening, and a failed screen then leads to the diagnostic gold-standard, the videofluoroscopic (VF) test. However, many patients who aspirate pass initial screens because they aspirate silently.
