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