Dental Treatment in Stavropol
Dental treatment is a branch of medicine that studies, diagnoses and prevents oral diseases. It also falls under dentistry - the scientific field researching the structure and function of teeth and jaws.
Stavropol State Medical University is a Russian medical school listed in the World Directory of Medical Schools by the World Health Organization (WHO), which allows its graduates to find employment worldwide after passing national exams.
Digital dentistry in Stavropol
Dental Treatment in Stavropol plays a significant role in the region's economy. According to the State Program for Innovation Development in the North Caucasus Federal District for 2014-2020, it will be one of the primary spheres of regional innovative development. This strategy includes measures designed to promote technological and investment activities within agro-industrial sectors as well as creating an integrated innovative policy within the region.
Stavropol Territory is proud to be part of the Association of Innovative Regions of Russia, which supports innovation in the region and encourages it to participate in international scientific and technological competitions. This subprogram aims to develop large-scale innovation projects and expedite their execution.
Implementation of this subprogram calls for creating new technologies and innovations that will accelerate agriculture's intensive and mass scale development. It also calls for an integrated innovation policy within agro-industrial sector, which should aid economic growth by stimulating rural infrastructure construction with modern technologies in agro-industrial production processes. This transformation from traditional farming into a modern sustainable system provides food security, reduces environmental pollution and creates jobs in the region - an essential step towards food security, reduced environmental pollution and job creation.
Dental implantation in Stavropol
Dental treatment is a widely used method for replacing missing or damaged teeth, yet despite advances in implant technology and new protocols for diagnosing, planning, and performing the procedure, complications still occur quite frequently. Looking more visit Имплантация зубов в Ставрополе.
To reduce the incidence of complications, new methods for preliminarily assessing patient condition are needed. Artificial intelligence technologies - in particular neural networks - could potentially be employed here.
The primary experimental sample consisted of 1,646 cases of surgical dental treatment, accounting for 112 factors that affect osseointegration. This data was collected and used to test systems based on artificial intelligence to predict single implant survival rates.
To preprocess this data set, the one-hot encoding method was employed (Figure 3). The number of factors influencing implant survival were divided into four groups: symptoms, technical features, orthopedic and surgical protocols, as well as any identified complications at each stage.
Symptoms group included probing depths, presence or absence of subgingival plaque, bleeding-on-probing, width of keratinized mucosa and periotest values. Technical features group included allogenic blocks, implants and type of restorations; orthopedic and surgical protocols group used titanium coatings on implants to reduce their toxic elements content.