Implementation of an automated system for monitoring adherence to hemodialysis treatment: A report of seven years of experience.
Articolo
Data di Pubblicazione:
2012
Abstract:
Objective: In this paper we present the clinical deployment and evaluation of a computerized
system, EMOSTAT, aimed at improving the quality of hemodialysis sessions. EMOSTAT automatically imports data from the hemodialysis monitoring software tools and analyzes the
delivered treatment looking at six clinically relevant parameters. Failures-to-adhere (FtAs)
to the planned treatment are detected and reported to the care-givers.
Methods: EMOSTAT has been used for more than seven years in the management of a dialysis
service located in Mede, Italy. A total of 72 patients were monitored and 21 251 dialyses were
collected. Data analysis is performed on the periods 2002–2005 and 2005–2008, corresponding to two different software releases.
Results: The system had been exploited into everyday clinical practice for the entire considered period. The number of FtAs significantly decreased along the first period: the bulk
blood flow FtAs decreased after the introduction ofthe system. Hemodialysis sessions lasted
longer in the second period. Co-occurring FtAs, highlighting the presence of complex FtAs
patterns, were also detected.
Conclusions: EMOSTAT provides an effective way to re-focus the attention of the dialysis
department on the treatment plan and on its implementation. The automatic data collection
and the design philosophy of EMOSTAT allowed the routine use of the system.
Tipologia CRIS:
1.1 Articolo in rivista
Keywords:
Hemodialysis; Quality assessment; Failure to adhere; Data mining; IT solutions; Telemedicine
Elenco autori:
Bellazzi, Riccardo; Sacchi, Lucia; Caffi, Ezio; de Vincenzi, A; Nai, M; Manicone, F; Larizza, Cristiana; Bellazzi, Roberto
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