EARLY IDENTIFICATION OF VENTILATOR ASSOCIATED PNEUMONIA USING MACHINE LEARNING TECHNIQUES: A PROSPECTIVE COHORT STUDY

• Forschungsstelle: INNOSUISSE
• Projektnummer: 102.522 IP-ICT
• Projekttitel Englisch: EARLY IDENTIFICATION OF VENTILATOR ASSOCIATED PNEUMONIA USING MACHINE LEARNING TECHNIQUES: A PROSPECTIVE COHORT STUDY

Schlüsselwörter (Englisch)

ICT, eHealth

Abstract (Englisch)

VAP is burdened by increased morbidity and mortality. Due to lack of accurate diagnostic criteria we aim to develop different AI-algorithms using data from mechanical ventilators. VAP detection by accurate AI-algorithm has the potential to reduce morbidity, mortality, antibiotic overuse and costs.