Estimating the pertussis burden in adolescents and adults in the United States between 2007 and 2019

• Main Authors: Denis Macina (Author), Sachin Mathur (Author), Maryia Dvaretskaya (Author), Sam Ekhtiari (Author), Paul Hayat (Author), Martin Montmerle (Author), Chathuri Daluwatte (Author)
• Format: Book
• Published: Taylor & Francis Group, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

We developed a machine learning algorithm to identify undiagnosed pertussis episodes in adolescent and adult patients with reported acute respiratory disease (ARD) using clinician notes in an electronic healthcare record (EHR) database. Here, we utilized the algorithm to better estimate the overall...