Machine learning-assisted environmental surveillance of Legionella: A retrospective observational study in Friuli-Venezia Giulia region of Italy in the period 2002–2019

Machine learning-assisted environmental surveillance of Legionella: A retrospective observational study in Friuli-Venezia Giulia region of Italy in the period 2002–2019

Legionella spp. are considered an important cause of potentially preventable morbidity and mortality, making environmental surveillance a crucial component of risk assessment plans. In this work, historical data of about 24,000 water samples collected during a series of environmental surveys in the...

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Bibliographic Details
Main Authors: Andrea Brunello, Marcello Civilini, Stefano De Martin, Antonella Felice, Marinella Franchi, Lucilla Iacumin, Nicola Saccomanno, Nicola Vitacolonna
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Legionella
Environmental surveillance
Spatio-temporal data mining
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914821002707

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http://www.sciencedirect.com/science/article/pii/S2352914821002707

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