Machine Learning Models for Nocturnal Hypoglycemia Prediction in Hospitalized Patients with Type 1 Diabetes Full article

Journal	Journal of Personalized Medicine ISSN: 2075-4426
Output data	Year: 2022, Volume: 12, Number: 8, Pages: 1262 Pages count : 11 DOI: 10.3390/jpm12081262
Tags	type 1 diabetes; hypoglycemia; continuous glucose monitoring; machine learning; random forest; artificial neuron networks; prediction
Authors	Berikov Vladimir B. 1,2 , Kutnenko Olga A. 2 , Semenova Julia F. 1 , Klimontov Vadim V. 1
Affiliations	1 Laboratory of Endocrinology, Research Institute of Clinical and Experimental Lymphology—Branch of the Institute of Cytology and Genetics, Siberian Branch of Russian Academy of Sciences (RICEL—Branch of IC&G SB RAS), 630060 Novosibirsk, Russia 2 Sobolev Institute of Mathematics

Funding (1)

1

Russian Science Foundation

20-15-00057