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On the efficient allocation of diagnostic activities in modern imaging departments

Contributo in Atti di convegno
Data di Pubblicazione:
2015
Abstract:
In a modern Diagnostic Imaging Department, managing the schedule of exams is a complex task. Surprisingly, it is still done mostly manually, without a clear, explicit and formally defined objective or target function to achieve. In this work we propose an efficient approach for optimising the exploitation of available resources. In particular, we provide an objective function, that considers the aspects that have to be optimised, and introduce a two-steps approach for scheduling diagnostic activities. Our experimental analysis shows that the proposed technique can easily scale on large and complex Imaging Departments, and generated allocation plans have been positively evaluated by human experts.
Tipologia CRIS:
4.1 Contributo in Atti di convegno
Elenco autori:
Gatta, R.; Vallati, M.; Mazzini, N.; Kitchin, D.; Bonisoli, A.; Gerevini, A. E.; Valentini, V.
Autori di Ateneo:
GATTA ROBERTO
GEREVINI Alfonso Emilio
Link alla scheda completa:
https://iris.unibs.it/handle/11379/560355
Titolo del libro:
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Pubblicato in:
LECTURE NOTES IN ARTIFICIAL INTELLIGENCE
Journal
LECTURE NOTES IN ARTIFICIAL INTELLIGENCE
Series
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