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Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction

Keyvan Rahmani, Rahul Thapa, Peiling Tsou, Satish Casie Chetty, Gina Barnes, Carson Lam, Chak Foon Tso

2022International Journal of Medical Informatics80 citationsDOI

Topics & Concepts

Computer scienceMachine learningArtificial intelligenceSepsisData miningData scienceMedicineInternal medicineSepsis Diagnosis and TreatmentMachine Learning in HealthcareData Stream Mining Techniques
Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction | Litcius