Deep neural networks for fine-grained surveillance of overdose mortality

Surveillance of drug overdose deaths relies on death certificates for identification of the substances that caused death. Drugs and drug classes can be identified through the International Classification of Diseases, 10th Revision (ICD-10) codes present on death certificates. However, ICD-10 codes d...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2022-06
Hauptverfasser:	Ward, Patrick J, Young, April M, Slavova, Svetla, Madison Liford, Daniels, Lara, Ripley, Lucas, Kavuluru, Ramakanth
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Certificates Death Drug overdose Drugs Fatalities Lookup tables Machine learning Surveillance
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!