Literature DB >> 30653706

Importance of inpatient hypoglycaemia: impact, prediction and prevention.

Y Ruan1, G D Tan1,2, A Lumb1,2, R D Rea1,2.   

Abstract

Hypoglycaemia is a key barrier to achieving euglycaemic control in people who are hospitalized. Inpatient hypoglycaemia has been linked to adverse clinical outcomes, including mortality and longer stay in hospital. A number of studies have applied mathematical tools and statistical models to predict inpatient hypoglycaemia and identify factors that may result in hypoglycaemic events. Several different approaches have been tested to prevent inpatient hypoglycaemia. These can be categorized as human intervention, computerized methods or application of medical devices. In this review we provide an overview of the epidemiology of inpatient hypoglycaemia and its impact on patients and hospitals. We also discuss the existing methodology used to predict inpatient hypoglycaemia and the limited number of trials performed to prevent inpatient hypoglycaemia. The review highlights the urgent need for evidence-based methods to reduce inpatient hypoglycaemia.
© 2019 Diabetes UK.

Entities:  

Year:  2019        PMID: 30653706     DOI: 10.1111/dme.13897

Source DB:  PubMed          Journal:  Diabet Med        ISSN: 0742-3071            Impact factor:   4.359


  7 in total

1.  Development and Validation of a Machine Learning Model to Predict Near-Term Risk of Iatrogenic Hypoglycemia in Hospitalized Patients.

Authors:  Nestoras N Mathioudakis; Mohammed S Abusamaan; Ahmed F Shakarchi; Sam Sokolinsky; Shamil Fayzullin; John McGready; Mihail Zilbermint; Suchi Saria; Sherita Hill Golden
Journal:  JAMA Netw Open       Date:  2021-01-04

2.  Evaluation of risk factors and correlation in large sample from the perspective of hypoglycemia.

Authors:  Guanqun Chao; Yue Zhu; Liying Chen
Journal:  Food Sci Nutr       Date:  2021-10-13       Impact factor: 2.863

3.  Predicting Risk of Hypoglycemia in Patients With Type 2 Diabetes by Electronic Health Record-Based Machine Learning: Development and Validation.

Authors:  Hao Yang; Jiaxi Li; Siru Liu; Xiaoling Yang; Jialin Liu
Journal:  JMIR Med Inform       Date:  2022-06-16

4.  Challenges and recommendations for high quality research using electronic health records.

Authors:  K Honeyford; P Expert; E E Mendelsohn; B Post; A A Faisal; B Glampson; E K Mayer; C E Costelloe
Journal:  Front Digit Health       Date:  2022-08-19

5.  Inpatient hypoglycaemia: understanding who is at risk.

Authors:  Yue Ruan; Zuzana Moysova; Garry D Tan; Alistair Lumb; Jim Davies; Rustam D Rea
Journal:  Diabetologia       Date:  2020-04-17       Impact factor: 10.122

6.  High Albumin Level Is Associated With Regression of Glucose Metabolism Disorders Upon Resolution of Acute Liver Inflammation in Hepatitis B-Related Cirrhosis.

Authors:  Caiyun Tian; Yanping Zhu; Yujuan Liu; Han Hu; Qijiao Cheng; Fangwan Yang; Lingqi Pei; Yihong Zhou; Ying Li; Shide Lin
Journal:  Front Cell Infect Microbiol       Date:  2022-02-22       Impact factor: 5.293

7.  The impact of nursing staff education on diabetes inpatient glucose management: a pilot cluster randomised controlled trial.

Authors:  Milan K Piya; Therese Fletcher; Kyaw P Myint; Reetu Zarora; Dahai Yu; David Simmons
Journal:  BMC Endocr Disord       Date:  2022-03-10       Impact factor: 2.763

  7 in total

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