Machine learning algorithms for early sepsis detection in the emergency department: A retrospective study
Norawit Kijpaisalratana, Daecha Sanglertsinlapachai, Siwapol Techaratsami, Khrongwong Musikatavorn, Jutamas Saoraya
Topics & Concepts
MewsEarly warning scoreEmergency departmentTriageMachine learningArtificial intelligenceMedicineVital signsRandom forestReceiver operating characteristicSepsisRetrospective cohort studySystemic inflammatory response syndromeLogistic regressionEmergency medicineGradient boostingDeep learningMedical recordComputer scienceAlgorithmInternal medicineSurgeryPsychiatrySepsis Diagnosis and TreatmentMachine Learning in HealthcareEmergency and Acute Care Studies