Predicting hypoglycemia in ICU patients: a machine learning approach-Reference-Cited by-同舟云学术

Predicting hypoglycemia in ICU patients: a machine learning approach

Published:2024-09-09 Issue: Volume: Page:
ISSN:1744-6651
Container-title:Expert Review of Endocrinology & Metabolism
language:en
Short-container-title:Expert Review of Endocrinology & Metabolism

Author:

Karasneh Reema¹,Al-Azzam Sayer²,Alzoubi Karem H.³⁴,Ebbini Muna⁵,Alselwi Asma’a⁵,Rahhal Dania²,Kabbaha Suad⁶,Aldeyab Mamoon A⁷^ORCID,Badr Aisha F.⁸

Affiliation:

1. Department of Basic Medical Sciences, Faculty of Medicine, Yarmouk University, Irbid, Jordan

2. Department of Clinical Pharmacy, Jordan University of Science and Technology, Irbid, Jordan

3. Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy University of Sharjah, Sharjah, United Arab Emirates

4. Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan

5. Department of Public Health and Community Medicine, Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan

6. Department of Health Research Methods, Evidence & Impact (HEI), McMaster University, Hamilton, ON, Canada

7. Department of Pharmacy, School of Applied Sciences, University of Huddersfield, Huddersfield, UK

8. Department of Pharmacy Practice, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia

Publisher

Informa UK Limited

Link

https://www.tandfonline.com/doi/pdf/10.1080/17446651.2024.2403039

Reference38 articles.

1. Revisiting tight glycemic control in perioperative and critically ill patients: when one size may not fit all

2. San PP, Ling SH, Soe NN, et al., editors. A novel extreme learning machine for hypoglycemia detection. 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society; 2014: IEEE.

3. Hypoglycemia during therapy of diabetes;Davis HA;Endotext,2021

4. Glycemic targets: standards of medical care in diabetes—2022;American Diabetes Association;Diabetes care

5. Predicting hypoglycemia in critically Ill patients using machine learning and electronic health records;Mantena S;J Clin Monit Comput,2021