Machine Learning to Infer a Health State Using Biomedical Signals — Detection of Hypoglycemia in People with Diabetes while Driving Real Cars-Reference-Cited by-同舟云学术

Machine Learning to Infer a Health State Using Biomedical Signals — Detection of Hypoglycemia in People with Diabetes while Driving Real Cars

Published:2024-01-31 Issue: Volume: Page:
ISSN:2836-9386
Container-title:NEJM AI
language:en
Short-container-title:NEJM AI

Author:

Lehmann Vera¹^ORCID,Zueger Thomas¹²^ORCID,Maritsch Martin³^ORCID,Notter Michael¹^ORCID,Schallmoser Simon⁴⁵^ORCID,Bérubé Caterina³^ORCID,Albrecht Caroline¹^ORCID,Kraus Mathias³⁶^ORCID,Feuerriegel Stefan⁴⁵^ORCID,Fleisch Elgar³⁷^ORCID,Kowatsch Tobias³⁸⁹^ORCID,Lagger Sophie¹^ORCID,Laimer Markus¹^ORCID,Wortmann Felix⁷^ORCID,Stettler Christoph¹^ORCID

Affiliation:

1. Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern, University Hospital, University of Bern, Bern, Switzerland

2. Department of Endocrinology and Metabolic Diseases, Kantonsspital Olten, Olten, Switzerland

3. Department of Management, Technology and Economics, ETH Zurich, Zurich, Switzerland

4. Institute of Artificial Intelligence (AI) in Management, LMU Munich, Munich, Germany

5. Munich Center for Machine Learning, Munich, Germany

6. School of Business, Economics and Society, Friedrich-Alexander University Erlangen-Nürnberg, Nürnberg, Germany

7. Institute of Technology Management, University of St. Gallen, St. Gallen, Switzerland

8. Institute for Implementation Science in Health Care, University of Zurich, Zurich, Switzerland

9. School of Medicine, University of St. Gallen, St. Gallen, Switzerland

Publisher

Massachusetts Medical Society

Reference23 articles.

1. Glucose Counterregulation, Hypoglycemia, and Intensive Insulin Therapy in Diabetes Mellitus

2. Acute Hypoglycemia Impairs Executive Cognitive Function in Adults With and Without Type 1 Diabetes

3. Driving Mishaps Among Individuals With Type 1 Diabetes

4. Bieber-Tregear M, Funmilayo D, Amana A, Connor D, Tregear S. Evidence report: 2010 update: diabetes and commercial motor vehicle safety. Washington, DC: Federal Motor Carrier Safety Administration, May 27, 2011 (https://rosap.ntl.bts.gov/view/dot/21200).

5. Driving Safety and Real-Time Glucose Monitoring in Insulin-Dependent Diabetes