Utility of medical record diagnostic codes to ascertain attention-deficit/hyperactivity disorder and learning disabilities in populations of children

• Main Authors: Yu Shi (Author), Phillip J. Schulte (Author), Andrew C. Hanson (Author), Michael J. Zaccariello (Author), Danqing Hu (Author), Sheri Crow (Author), Randall P. Flick (Author), David O. Warner (Author)
• Format: Book
• Published: BMC, 2020-11-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background To develop and evaluate machine learning algorithms to ascertain attention-deficit/hyperactivity (ADHD) and learning disability (LD) using diagnostic codes in the medical record. Method Diagnoses of ADHD and LD were confirmed in cohorts of children in Olmsted County of Minnesota...