A Clinical Decision Support System for the Diagnosis, Fracture Risks and Treatment of Osteoporosis

Expanding medical knowledge increases the potential risk of medical errors in clinical practice. We present, OPAD, a clinical decision support system in the field of the medical care of osteoporosis. We utilize clinical information from international guidelines and experts in the field of osteoporos...

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Main Authors: Bjarni V. Halldorsson, Aron Hjalti Bjornsson, Haukur Tyr Gudmundsson, Elvar Orn Birgisson, Bjorn Runar Ludviksson, Bjorn Gudbjornsson
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Computational and Mathematical Methods in Medicine
Online Access:http://dx.doi.org/10.1155/2015/189769
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spelling doaj-9b845237138743e6bc3cbfa8d414f39f2020-11-24T22:53:36ZengHindawi LimitedComputational and Mathematical Methods in Medicine1748-670X1748-67182015-01-01201510.1155/2015/189769189769A Clinical Decision Support System for the Diagnosis, Fracture Risks and Treatment of OsteoporosisBjarni V. Halldorsson0Aron Hjalti Bjornsson1Haukur Tyr Gudmundsson2Elvar Orn Birgisson3Bjorn Runar Ludviksson4Bjorn Gudbjornsson5Institute of Biomedical and Neural Engineering, School of Science and Engineering, Reykjavik University, 101 Reykjavik, IcelandCentre for Rheumatology Research, University Hospital, 101 Reykjavik, IcelandCentre for Rheumatology Research, University Hospital, 101 Reykjavik, IcelandOsteoporosis Clinic, Akureyri Hospital, 600 Akureyri, IcelandFaculty of Medicine, University of Iceland, 101 Reykjavik, IcelandCentre for Rheumatology Research, University Hospital, 101 Reykjavik, IcelandExpanding medical knowledge increases the potential risk of medical errors in clinical practice. We present, OPAD, a clinical decision support system in the field of the medical care of osteoporosis. We utilize clinical information from international guidelines and experts in the field of osteoporosis. Physicians are provided with user interface to insert standard patient data, from which OPAD provides instant diagnostic comments, 10-year risk of fragility fracture, treatment options for the given case, and when to offer a follow-up DXA-evaluation. Thus, the medical decision making is standardized according to the best expert knowledge at any given time. OPAD was evaluated in a set of 308 randomly selected individuals. OPAD’s ten-year fracture risk computation is nearly identical to FRAX (r = 0.988). In 58% of cases OPAD recommended DXA evaluation at the present time. Following a DXA measurement in all individuals, 71% of those that were recommended to have DXA at the present time received recommendation for further investigation or specific treatment by the OPAD. In only 5.9% of individuals in which DXA was not recommended, the result of the BMD measurement changed the recommendations given by OPAD.http://dx.doi.org/10.1155/2015/189769
collection DOAJ
language English
format Article
sources DOAJ
author Bjarni V. Halldorsson
Aron Hjalti Bjornsson
Haukur Tyr Gudmundsson
Elvar Orn Birgisson
Bjorn Runar Ludviksson
Bjorn Gudbjornsson
spellingShingle Bjarni V. Halldorsson
Aron Hjalti Bjornsson
Haukur Tyr Gudmundsson
Elvar Orn Birgisson
Bjorn Runar Ludviksson
Bjorn Gudbjornsson
A Clinical Decision Support System for the Diagnosis, Fracture Risks and Treatment of Osteoporosis
Computational and Mathematical Methods in Medicine
author_facet Bjarni V. Halldorsson
Aron Hjalti Bjornsson
Haukur Tyr Gudmundsson
Elvar Orn Birgisson
Bjorn Runar Ludviksson
Bjorn Gudbjornsson
author_sort Bjarni V. Halldorsson
title A Clinical Decision Support System for the Diagnosis, Fracture Risks and Treatment of Osteoporosis
title_short A Clinical Decision Support System for the Diagnosis, Fracture Risks and Treatment of Osteoporosis
title_full A Clinical Decision Support System for the Diagnosis, Fracture Risks and Treatment of Osteoporosis
title_fullStr A Clinical Decision Support System for the Diagnosis, Fracture Risks and Treatment of Osteoporosis
title_full_unstemmed A Clinical Decision Support System for the Diagnosis, Fracture Risks and Treatment of Osteoporosis
title_sort clinical decision support system for the diagnosis, fracture risks and treatment of osteoporosis
publisher Hindawi Limited
series Computational and Mathematical Methods in Medicine
issn 1748-670X
1748-6718
publishDate 2015-01-01
description Expanding medical knowledge increases the potential risk of medical errors in clinical practice. We present, OPAD, a clinical decision support system in the field of the medical care of osteoporosis. We utilize clinical information from international guidelines and experts in the field of osteoporosis. Physicians are provided with user interface to insert standard patient data, from which OPAD provides instant diagnostic comments, 10-year risk of fragility fracture, treatment options for the given case, and when to offer a follow-up DXA-evaluation. Thus, the medical decision making is standardized according to the best expert knowledge at any given time. OPAD was evaluated in a set of 308 randomly selected individuals. OPAD’s ten-year fracture risk computation is nearly identical to FRAX (r = 0.988). In 58% of cases OPAD recommended DXA evaluation at the present time. Following a DXA measurement in all individuals, 71% of those that were recommended to have DXA at the present time received recommendation for further investigation or specific treatment by the OPAD. In only 5.9% of individuals in which DXA was not recommended, the result of the BMD measurement changed the recommendations given by OPAD.
url http://dx.doi.org/10.1155/2015/189769
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