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.

On the efficient allocation of diagnostic activities in modern imaging departments

Gatta R.;Vallati M.;Mazzini N.;Bonisoli A.;Gerevini A. E.;Valentini V.
2015-01-01

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.
2015
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Altra università italiana
Inglese
17th Portuguese Conference on Artificial Intelligence, EPIA 2015
2015
prt
9273
103
109
7
978-3-319-23484-7
978-3-319-23485-4
Springer Verlag
Not applicable
none
Gatta, R.; Vallati, M.; Mazzini, N.; Kitchin, D.; Bonisoli, A.; Gerevini, A. E.; Valentini, V.
273
info:eu-repo/semantics/conferenceObject
7
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11379/560355
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