ERICA Study Develops AI Model to Predict Supraglottic Airway Failure — 44,000-Patient Analysis Offers New Risk Stratification Tool
247 Health News Editorial
·19 May 2026
·4 min read
·clinical-trialsGerman researchers analysed 44,000 patients to develop a machine learning algorithm predicting supraglottic airway failure. The ERICA study offers new risk stratification tools for anaesthetists planning airway management strategies.
Originally reported by ClinicalTrials.gov
References
- 1.University Hospital Ulm. (2024). Can Pre-operative Characteristics Predict Failure of Supraglottic Airway to Tracheal Tube? A Machine Learning Algorithm (ERICA). ClinicalTrials.gov. NCT06617403. https://clinicaltrials.gov/study/NCT06617403
- 2.Cook, T. M., Woodall, N., Harper, J., & Benger, J. (2011). Major complications of airway management in the UK: results of the Fourth National Audit Project of the Royal College of Anaesthetists and the Difficult Airway Society. British Journal of Anaesthesia, 106(5), 617-631. https://doi.org/10.1093/bja/aer058
- 3.Hernandez, M. R., Klock, P. A., & Ovassapian, A. (2012). Evolution of the extraglottic airway: a review of its history, applications, and practical tips for success. Anesthesia & Analgesia, 114(2), 349-368. https://doi.org/10.1213/ANE.0b013e31823b6748
- 4.Ramachandran, S. K., Mathis, M. R., Tremper, K. K., Shanks, A. M., & Kheterpal, S. (2013). Predictors and clinical outcomes from failed Laryngeal Mask Airway Unique™: a study of 15,795 patients. Anesthesiology, 118(6), 1351-1362. https://doi.org/10.1097/ALN.0b013e31827d5c90
- 5.Brimacombe, J., & Berry, A. (1995). The incidence of aspiration associated with the laryngeal mask airway: a meta-analysis of published literature. Journal of Clinical Anesthesia, 7(4), 297-305. https://doi.org/10.1016/0952-8180(95)00041-0
2
247 Health News Editorial
247 Health News is a medical intelligence platform delivering evidence-based research appraisals, clinical trial monitoring, and health technology news for healthcare professionals.
Related Articles
clinical-trials
Digital Health Platform vs Case Manager Support in Hypertension Management: Taiwan's 1,726-Participant Trial Signals a Shift in Blood Pressure Care Delivery
3 Aug 2026
clinical-trials
Phase II Trial: AI-Powered Wysa Chatbot vs Unmet Need — Digital Eating Disorder Prevention in At-Risk Adolescents
3 Aug 2026
clinical-trials
Pilot Trial Targets the Inpatient-to-Outpatient Gap: Digital Smoking Cessation Intervention for Persons With Serious Mental Illness — Key Findings for Clinicians
3 Aug 2026
This content is for educational purposes for healthcare professionals only and does not constitute clinical advice. Clinical decisions should be based on individual patient assessment, current guidelines, and appropriate specialist consultation. Editorial Standards · Privacy Policy · Terms of Service