Detection of primary Sjögren’s syndrome in primary care: developing a classification model with the use of routine healthcare data and machine learning - Dros, Jesper T.; Bos, Isabelle; Bennis, Frank C.; Wiegersma, Sytske; Paget, John; Seghieri, Chiara; Barrio Cortés, Jaime; Verheij, Robert A. (BMC family practice, 2022)
Keywords: Algorithms; Analysis; Care and treatment; Classification; Codes; Data analysis; Data mining; Datasets; Diagnosis; Diagnosis related groups; DRGs; Electronic health records; Feature selection; Gender; Health aspects; Hospitals; Machine learning; Medical records; Methods; Ophthalmology; Patients; Personal identification numbers; Primary care; Primary nursing; Primary Sjögren’s syndrome; Risk factors; Routine healthcare data; Services; Sjogren's syndrome; Spain; Netherlands