Amanda Messinger, MD
Associate Professor, Pediatrics-Pulmonary Medicine
Medical School
- MD, University of Washington School of Medicine (2012)
Graduate School
- MS, University of Washington (2020)
Undergraduate School
- BA, Cornell University (NY) (2007)
Residency
- McGaw Medical Center of Northwestern University/Children's Memorial Hospital Program, Pediatrics (2015)
Fellowships
- University of Colorado (Children's Hospital Colorado) Program, Pediatric Pulmonology (2018)
Department
Pediatrics-Pulmonary MedicineProfessional Titles
- Assistant Professor
Publications
- Messinger AI, Deterding RR, Szefler SJ. Bringing Technology to Day-to-Day Asthma Management. Am J Respir Crit Care Med. 2018 Aug 1;198(3):291-292. PubMed PMID: 29847147
- Messinger AI, Kupfer O, Hurst A, Parker S. Management of Pediatric Community-acquired Bacterial Pneumonia. Pediatr Rev. 2017 Sep;38(9):394-409. PubMed PMID: 28864731
- Messinger AI, Bui N, Wagner BD, Szefler SJ, Vu T, Deterding RR. Novel pediatric-automated respiratory score using physiologic data and machine learning in asthma. Pediatr Pulmonol. 2019 Aug;54(8):1149-1155. PubMed PMID: 31006993
- Messinger AI, Deterding RR, Szefler SJ. Bringing Technology to Day-to-Day Asthma Management. Am J Respir Crit Care Med. 2018 Aug 1;198(3):291-292. PubMed PMID: 29847147
- Messinger AI, Luo G, Deterding RR. The Doctor will See You Now: How Machine Learning and Artificial Intelligence Can Extend Our Understanding and Treatment of Asthma. J Allergy Clin Immunol. 2019 Dec 25. [Epub ahead of print] PubMed PMID: 31883444
- Messinger AI, Kupfer O, Hurst A, Parker S. Management of Pediatric Community-acquired Bacterial Pneumonia. Pediatr Rev. 2017 Sep;38(9):394-409. PubMed PMID: 28864731
- Messinger AI, Luo G, Deterding RR. The doctor will see you now: How machine learning and artificial intelligence can extend our understanding and treatment of asthma. J Allergy Clin Immunol. 2020 Feb;145(2):476-478. PubMed PMID: 31883444
- Tong Y, Messinger AI, Luo G. Testing the Generalizability of an Automated Method for Explaining Machine Learning Predictions on Asthma Patients' Asthma Hospital Visits to an Academic Healthcare System. IEEE Access. 2020;8:195971-195979. PubMed PMID: 33240737
- Messinger AI, Bui N, Wagner BD, Szefler SJ, Vu T, Deterding RR. Novel pediatric-automated respiratory score using physiologic data and machine learning in asthma. Pediatr Pulmonol. 2019 Aug;54(8):1149-1155. PubMed PMID: 31006993
- Tong Y, Messinger AI, Wilcox AB, Mooney SD, Davidson GH, Suri P, Luo G. Forecasting Future Asthma Hospital Encounters of Patients With Asthma in an Academic Health Care System: Predictive Model Development and Secondary Analysis Study. J Med Internet Res. 2021 Apr 16;23(4):e22796. PubMed PMID: 33861206
- Korach ZT, Gradwohl S, Messinger A, Bookman K, Cohen K, Zhou L, Goss F. Unsupervised clinical relevancy ranking of structured medical records to retrieve condition-specific information in the emergency department. Int J Med Inform. 2021 May;149:104410. PubMed PMID: 33621793
- Tong Y, Messinger AI, Luo G. Testing the Generalizability of an Automated Method for Explaining Machine Learning Predictions on Asthma Patients' Asthma Hospital Visits to an Academic Healthcare System. IEEE Access. 2020;8:195971-195979. PubMed PMID: 33240737
- Messinger AI, Luo G, Deterding RR. The doctor will see you now: How machine learning and artificial intelligence can extend our understanding and treatment of asthma. J Allergy Clin Immunol. 2020 Feb;145(2):476-478. PubMed PMID: 31883444
- Kanbar LJ, Dexheimer JW, Zahner J, Burrows EK, Chatburn R, Messinger A, Baker CD, Schuler CL, Benscoter D, Amin R, Pajor N. Standardizing electronic health record ventilation data in the pediatric long-term mechanical ventilator-dependent population. Pediatr Pulmonol. 2022 Oct 13. [Epub ahead of print] PubMed PMID: 36226360
- Tong Y, Messinger AI, Wilcox AB, Mooney SD, Davidson GH, Suri P, Luo G. Forecasting Future Asthma Hospital Encounters of Patients With Asthma in an Academic Health Care System: Predictive Model Development and Secondary Analysis Study. J Med Internet Res. 2021 Apr 16;23(4):e22796. PubMed PMID: 33861206
- Korach ZT, Gradwohl S, Messinger A, Bookman K, Cohen K, Zhou L, Goss F. Unsupervised clinical relevancy ranking of structured medical records to retrieve condition-specific information in the emergency department. Int J Med Inform. 2021 May;149:104410. PubMed PMID: 33621793
Professional Memberships
- American Academy of Pediatrics, Fellow
- American Thoracic Society, Fellow
Practice Locations
Children's Hospital Colorado Anschutz Medical Campus13123 East 16th Ave
Aurora, CO 80045
720-777-1234
Hospital Affiliation
- Children's Hospital Colorado
Specialty Information
Specialties- Pediatric Pulmonology, Board Certification
Clinical Interests
I care for a range of pediatric breathing problems, including severe and difficult to treat asthma, chronic lung disease of prematurity, as well as interstitial lung disease, bronchiectasis and recurrent pneumonia.
Care Philosophy
All patients and their families deserve excellent, timely, and compassionate care providers to help them breathe, grow and thrive.
I care for a range of pediatric breathing problems, including severe and difficult to treat asthma, chronic lung disease of prematurity, as well as interstitial lung disease, bronchiectasis and recurrent pneumonia.
Care Philosophy
All patients and their families deserve excellent, timely, and compassionate care providers to help them breathe, grow and thrive.