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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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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