Machine learning for the prediction of preclinical airway management in injured patients: a registry-based trial
André Luckscheiter, Wolfgang Zink, Torsten Lohs, Johanna Eisenberger, Manfred Thiel, Tim Viergutz
Clin Exp Emerg Med. 2022;9(4):304-313. Published online 2022 Nov 23 DOI: https://doi.org/10.15441/ceem.22.335
Citations to this article as recorded by 
Development and Validation of a Bayesian Network Predicting Intubation Following Hospital Arrival Among Injured Children
Travis M. Sullivan, Mary S. Kim, Genevieve J. Sippel, Waverly V. Gestrich-Thompson, Caroline G. Melhado, Kristine L. Griffin, Suzanne M. Moody, Rajan K. Thakkar, Meera Kotagal, Aaron R. Jensen, Randall S. Burd
Journal of Pediatric Surgery.2025; 60(2): 161888. CrossRef
Human intention recognition for trauma resuscitation: An interpretable deep learning approach for medical process data
Keyi Li, Mary S. Kim, Wenjin Zhang, Sen Yang, Genevieve J. Sippel, Aleksandra Sarcevic, Randall S. Burd, Ivan Marsic
Journal of Biomedical Informatics.2025; 161: 104767. CrossRef
Utilization of non-invasive ventilation before prehospital emergency anesthesia in trauma – a cohort analysis with machine learning
André Luckscheiter, Manfred Thiel, Wolfgang Zink, Johanna Eisenberger, Tim Viergutz, Verena Schneider-Lindner
Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine.2025;[Epub] CrossRef
From algorithms to airways: Applying artificial intelligence to enhance airway assessment, management, and training
Mingzhu Guo, Yongheng Hou, Yan Liu, Bo Yang, Chuhan Qiao, Jian Li
Trends in Anaesthesia and Critical Care.2025; 61: 101548. CrossRef
Deep Learning during burn prehospital care: An evolving perspective
Mohammad Vakili Ojarood, Ramyar Farzan, Seyed Mostafa Mohsenizadeh, Hossein Torabi, Tahereh Yaghoubi
Burns.2024; 50(5): 1349. CrossRef
Use of artificial intelligence to support prehospital traumatic injury care: A scoping review
Jake Toy, Jonathan Warren, Kelsey Wilhelm, Brant Putnam, Denise Whitfield, Marianne Gausche‐Hill, Nichole Bosson, Ross Donaldson, Shira Schlesinger, Tabitha Cheng, Craig Goolsby
JACEP Open.2024; 5(5): e13251. CrossRef
Unravelling intubation challenges: a machine learning approach incorporating multiple predictive parameters
Parisa Sezari, Zeinab Kohzadi, Ali Dabbagh, Alireza Jafari, Saba Khoshtinatan, Kamran Mottaghi, Zahra Kohzadi, Shahabedin Rahmatizadeh
BMC Anesthesiology.2024;[Epub] CrossRef