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Sentiment Analysis for Performance Evaluation of Maintenance in Healthcare

Authors :
Alessio Luschi
Ernesto Iadanza
Lorenzo Mascii
Source :
IFMBE Proceedings ISBN: 9783030739089
Publication Year :
2021
Publisher :
Springer, 2021.

Abstract

This paper presents a framework which makes use of Sentiment Analysis techniques for retrieving Real World Data (RWD) starting from scheduled and corrective maintenance data. The scope of the analysis is to automatically extract features from maintenance work orders, in order to calculate Key Performance Indicators of maintenance operations on medical devices, for Health Technologies Assessment purposes. Data are extracted from Computerized Maintenance Management System reports of healthcare facilities.

Details

Language :
English
ISBN :
978-3-030-73908-9
ISBNs :
9783030739089
Database :
OpenAIRE
Journal :
IFMBE Proceedings ISBN: 9783030739089
Accession number :
edsair.doi.dedup.....9741a8d14510dff90b01350e4ba6e276