Automated Identification of Aspirin-Exacerbated Respiratory Disease Using Natural Language Processing and Machine Learning: Algorithm Development and Evaluation Study
Automated Identification of Aspirin-Exacerbated Respiratory Disease Using Natural Language Processing and Machine Learning: Algorithm Development and Evaluation Study
Thanai Pongdee
1
, MD ;
Nicholas B Larson
2
, MS, PhD ;
Rohit Divekar
1
, MBBS, PhD ;
Suzette J Bielinski
3
, PhD ;
Hongfang Liu
4
, PhD ;
Sungrim Moon
4
, PhD
1
Division of Allergic Diseases, Mayo Clinic, Rochester, MN, United States
2
Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, United States
3
Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, United States
4
Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN, United States