Benjamin Yoon, MD

Research Interests

Respiratory mechanics, mechanical ventilation management, acute lung injury, clinical Informatics, waveform signal processing, machine learning, CDS development

Publications

• Yoon B, Bennett TD. Parsimonious Electronic Health Record-Based Models to Assign Subphenotypes in Children With Acute Respiratory Distress Syndrome. Pediatr Crit Care Med. 2025 May 1;26(5):e735-e737. PubMed PMID: 40126068
• Yoon B, Blokpoel R, Ibn Hadj Hassine C, Ito Y, Albert K, Aczon M, Kneyber MCJ, Emeriaud G, Khemani RG. An overview of patient-ventilator asynchrony in children. Expert Rev Respir Med. 2025 May;19(5):435-447. PubMed PMID: 40163381
• Yoon B, Obeso I, Ledbetter D, Aczon M, Laksana E, Zhou A, Eckberg RA, Mertan K, Khemani RG, Wetzel R. A Novel Application of Spectrograms with Machine Learning Can Detect Patient Ventilator Dyssynchrony. Biomed Signal Process Control. 2023 Sep;86(Pt C). PubMed PMID: 37587924
• Shimatani T, Yoon B, Kyogoku M, Kyo M, Ohshimo S, Newth CJL, Hotz JC, Shime N, Khemani RG. Frequency and Risk Factors for Reverse Triggering in Pediatric Acute Respiratory Distress Syndrome during Synchronized Intermittent Mandatory Ventilation. Ann Am Thorac Soc. 2021 May;18(5):820-829. PubMed PMID: 33326335
• Shimatani T, Yoon B, Hotz JC, Khemani RG. Reply: Not All Breaths That Follow a Ventilator Cycle Are Reverse Triggering. Ann Am Thorac Soc. 2021 Jul;18(7):1264-1266. PubMed PMID: 33780645

Practice Locations

Children's Hospital Colorado Anschutz Medical Campus
13123 East 16th Ave
Aurora, CO 80045
720-777-1234

Hospital Affiliation

• Children's Hospital Colorado

Specialty Information

Specialties

• Pediatric Critical Care Medicine