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Sentiment Analysis for Performance Evaluation of Maintenance in Healthcare
- 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.
- Subjects :
- medicine.medical_specialty
Corrective maintenance
Scope (project management)
Computer science
clinical engineering
HTM
KPI
sentiment analysis
HTA
medical equipment
Sentiment analysis
Health technology
Work order
Risk analysis (engineering)
Computerized maintenance management system
medicine
Performance indicator
Clinical engineering
Subjects
Details
- Language :
- English
- ISBN :
- 978-3-030-73908-9
- ISBNs :
- 9783030739089
- Database :
- OpenAIRE
- Journal :
- IFMBE Proceedings ISBN: 9783030739089
- Accession number :
- edsair.doi.dedup.....9741a8d14510dff90b01350e4ba6e276