SYSTEMS AND METHODS FOR GENERATING DATA QUALITY INDICES FOR PATIENTS

Systems and methods are provided for generating a data quality index. In one example, a method can include detecting an input data stream for a patient from a medical device and receiving a request to generate a patient score and the data quality index for the patient with artificial intelligence in...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Saarinen, Hanna Katriina, Petäjä, Timo Markus Taneli, Häme, Yrjö Tapio
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTING COUNTING DIAGNOSIS ELECTRIC DIGITAL DATA PROCESSING HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA HUMAN NECESSITIES HYGIENE IDENTIFICATION INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS MEDICAL OR VETERINARY SCIENCE PHYSICS SURGERY
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Beschreibung
Zusammenfassung:	Systems and methods are provided for generating a data quality index. In one example, a method can include detecting an input data stream for a patient from a medical device and receiving a request to generate a patient score and the data quality index for the patient with artificial intelligence instructions and the input data stream. The method can also include determining that a feature for the input data stream is unavailable for the patient, selecting imputed values from a distribution for the unavailable feature, and calculating initial scores using the imputed values from a distribution as input for the at least one feature that is unavailable. The method can include calculating the data quality index based on the initial scores and providing the data quality index to a device, wherein the data quality index indicates a reliability of the patient score.