Abstract:The predictability of successful osseointegrated implant rehabilitation of the edentulous jaw as described by Branemark et al., 1 introduced a new era of management for the edentulous predicament. Implant rehabilitation of the edentulous maxilla remains one of the most complex restorative challenges because of the number of variables that affect both the aesthetic and functional aspect of the prosthesis. 2 Among the prosthesis designs used to treat the edentulous maxilla are fixed or removable implant-supporte… Show more
“…[9] The phenomenon of residual ridge resorption (RRR) following removal of teeth has been well observed and documented in literature. [10,11] While the bone loss following the removal of teeth is stated to be rapid, progressive, irreversible and inevitable, it is equally well observed that bone is maintained around standing teeth and implants.…”
Section: Surgical Intervention (Vestibuloplasty and Excision Of Flabbmentioning
“…[9] The phenomenon of residual ridge resorption (RRR) following removal of teeth has been well observed and documented in literature. [10,11] While the bone loss following the removal of teeth is stated to be rapid, progressive, irreversible and inevitable, it is equally well observed that bone is maintained around standing teeth and implants.…”
Section: Surgical Intervention (Vestibuloplasty and Excision Of Flabbmentioning
“…Since, as the number of input factors increases, the number of cases required for teaching the ANN also increases, the collected data were presented to two expert prosthodontists, both of whom were faculty members with more than 10 years of experience in implant dentistry. They were asked to address the specific factors that affect their decision on the final prosthetic design for each patient with consideration of the standards presented by Misch (2005), Zitzman (2000), and Jivraj et al (2006). The number of factors was then limited to the most relevant ten; and factors such as implant length and demographic data were omitted.…”
Section: Methodsmentioning
confidence: 99%
“…Records with incomplete data regarding patient examination or surgical procedure (2000), and Jivraj et al (2006) discussed an average of 15 factors that should be considered regarding the treatment planning of an edentulous maxilla with dental implants. The priorities of each factor (weighting) in the treatment-planning sequences were not initially determined accurately.…”
This article presents the development of an artificial neural network to support the clinical decision making on the maxillary implant restoration for the patient with edentulous maxilla.The records of 47 patients were included in the study. The clinical data were presented to two faculty prosthodontists to point out most relevant parameters in determining the final treatment option. The collected data were codes as input criteria. The data of 35 patients were introduced to a designed neural network with feed forward /back propagation architecture. The testing phase was followed by presenting 12 new cases to the network and the accuracy was measured. The network performed well within learning rate of 0.005.The accuracy of network for the new cases was 83.3 %. An artificial neural network trained with clinical scenarios could perform well as a decision making support system and may offer the potentials in clinical education.
“…34, 161 However, both surgical and prosthodontic acumen is required, since the implants must be congruent with the crowns, and the creation of a natural morphology of the tooth/tissue junction is rigorous. Complete fixed, segmented rehabilitations supported by 6 to 8 rough surface implants have been documented in a review with a 96.4% prosthodontic survival rate at the 10-year endpoint.…”
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