Machine Learning Consensus Clustering of Hospitalized Patients with Admission Hyponatremia

Background: The objective of this study was to characterize patients with hyponatremia at hospital admission into clusters using an unsupervised machine learning approach, and to evaluate the short- and long-term mortality risk among these distinct clusters. Methods: We performed consensus cluster a...

وصف كامل

التفاصيل البيبلوغرافية

الحاوية / القاعدة:	Diseases
المؤلفون الرئيسيون:	Charat Thongprayoon, Panupong Hansrivijit, Michael A. Mao, Pradeep K. Vaitla, Andrea G. Kattah, Pattharawin Pattharanitima, Saraschandra Vallabhajosyula, Voravech Nissaisorakarn, Tananchai Petnak, Mira T. Keddis, Stephen B. Erickson, John J. Dillon, Vesna D. Garovic, Wisit Cheungpasitporn
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	MDPI AG 2021-08-01
الموضوعات:	artificial intelligence hyponatremia sodium clustering machine learning mortality
الوصول للمادة أونلاين:	https://www.mdpi.com/2079-9721/9/3/54