Application of artificial intelligence to predict the sepsis in neonates admitted in neonatal intensive care unit
Faiza Iqbal, Prashant Chandra, Leslie Lewis, U. Dinesh Acharya, Jayashree Purkayastha, Padmaja A. Shenoy, Anand Kumar Patil
Topics & Concepts
Random forestSepsisLogistic regressionMachine learningArtificial intelligenceMedicineDecision treeNaive Bayes classifierIntensive careNeonatal intensive care unitIntensive care unitFeature selectionPredictive modellingIntensive care medicineComputer scienceSupport vector machinePediatricsInternal medicineNeonatal and Maternal InfectionsSepsis Diagnosis and TreatmentNeonatal and fetal brain pathology