J Oral Maxillofac Surg
67:1628-1639, 2009
Accuracy of Computer Programs in
Predicting Orthognathic Surgery Hard
Tissue Response
Neelambar Kaipatur, DMD, MSc,*
Yousef Al-Thomali, BDS, Cert Ortho,† and
Carlos Flores-Mir, DDS, DSc, FRCD(C)‡
Purpose: The aim of this systematic review was to investigate the accuracy of computer programs in
predicting skeletal changes after orthognathic surgery.
Materials and Methods: A systematic computerized database search was conducted with the help of
a health sciences librarian. Specific selection criteria were used to select articles, reference lists of the
selected articles were also searched for any potential articles that might have been missed in the
electronic search, and additional information not available through the articles was obtained directly
from the corresponding author.
Results: Of the 79 initially identified articles (abstracts/titles), only 9 fulfilled the final selection criteria.
As expected, no dental changes occurred but the computer programs were unable to precisely predict
all the skeletal changes. Most of the prediction inaccuracies were within 2 mm or 2°, which can be
partially attributed to measurement errors in cephalometric tracing.
Conclusions: This systematic review showed that computer programs cannot consistently predict the
skeletal changes occurring after orthognathic surgery but their results may be considered inside a
clinically acceptable range. Last-minute changes by the surgeons could also explain the differences. We
also conclude that no software program was shown to be superior in prediction accuracy compared with
its competitor.
© 2009 American Association of Oral and Maxillofacial Surgeons
J Oral Maxillofac Surg 67:1628-1639, 2009
Computer technology has invaded almost every as-
pect of human life in recent years. Dentistry in gen-
eral and orthodontics in particular are no exception.
The use of computers made early inroads into dental
research starting in the early 1970s.
1
Orthodontists
initially used computer technology for digitization of
cephalometric radiographs for orthodontic diagnosis
and treatment planning.
2
The pioneering work of
Ricketts
2
on computerized cephalometrics not only
dealt in great detail with the use of cephalometric
radiographs for orthodontic diagnosis, treatment
planning, and growth prediction but also researched
its use for orthognathic surgery.
3
Orthognathic surgery involves diagnosis, treatment
planning, and correction of maxillomandibular defor-
mities. During the 1970s, surgeons and orthodontists
relied on thorough clinical examination, profile pho-
tographs, freehand alteration of lateral skull radio-
graph tracing, freehand surgical simulation based on
cut-and-paste profile cephalometric tracings, and
mock surgery for accurate treatment planning.
4,5
Such techniques were time-consuming and lacked
accuracy because of human error involved in tracings
and distortion in radiographic images.
5
In addition,
these techniques were not able to accurately predict
or allow the patient or surgeon to preview the out-
come of the treatment.
5
Visualized treatment objectives (VTOs) are impor-
tant predictive tools to visualize and predict treatment
goals before, during, and at the end of treatment.
6
Computerized VTOs allow the use of various software
*PhD Candidate, Graduate Orthodontic Program, Department of
Dentistry, University of Alberta, Edmonton, Alberta, Canada.
†Senior Registrar Orthodontist, Prince Mansour Military Hospital,
Taif, Kingdom of Saudi Arabia.
‡Associate Professor, Graduate Orthodontic Program, Department
of Dentistry, University of Alberta, Edmonton, Alberta, Canada.
Dr Flores-Mir is supported by an American Association of Orth-
odontics Foundation teaching award (2007 Eugene E. West Memo-
rial Fellowship Award).
Address correspondence and reprint requests to Dr Flores-Mir:
Department of Dentistry, University of Alberta, 4051A Dentistry/
Pharmacy Centre, Edmonton, Alberta, Canada T6G 2N8; e-mail:
carlosflores@ualberta.ca
© 2009 American Association of Oral and Maxillofacial Surgeons
0278-2391/09/6708-0009$36.00/0
doi:10.1016/j.joms.2009.03.040
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