Artificial intelligence investigation of three silicates bioceramics-magnetite bio-nanocomposite: Hyperthermia and biomedical applications

Objective(s): Bioactive silicate ceramics have favorable features for applying as off-the-shelf bone and artificial tissue. Calcium silicate can enhance the generation of an immediate bond with host bone without an intervening rough surface in the bone layer. However, the silicate bioceramics have some drawback regarding their mechanical properties and chemical stabilities. Materials and Methods: In this study, magnetite nanoparticles (MNPs) as reinforcement were added to the three silicate bioceramics to investigate the physical and mechanical properties as well as their magnetic behavior as a case study and compare with other calcium silicate nanocomposite which are excellent candidates for hyperthermia applications. Then the artificial neural network (ANN) applied to the previous data to predict the mechanical and biological behavior of the bio-nanocomposite as output parameters. A predicted model was enhanced using ANN to measure the optimum size and reinforcement amount of the magnetite bio-nanocomposite. The results of the fabricated bio-nanocomposite were extracted experimentally corresponding to different MNPs weight fractions compared to the predicted model. Results: The X-ray diffraction (XRD), scan electron microscopy (SEM) technique were used to compare the porosity and porous tissue microstructure. Thereafter, an analytical solution is presented to express explicitly the physical and mechanical responses of the bulk/scaffold bio-nanocomposite. Conclusion: The obtained results showed the potential application of these calculations and analyses in a wide range of numerical studies. The comparison presented within the test and predicted values showed that the modeling outcomes were close to testing values

Mathematically and experimentally defined porous bone scaffold produced for bone substitute application

Objective (s): Artificial bone implants have been studied as a possible bone replacement for fractured and destroyed facial tissue; the techniques employed to determine the success of the dental implants. The stability, porosity and resistance of the bone implant which is subjected to varying forces and stresses within the surrounding bone is a subject of interest among the dentists. Materials and Methods: An experimental analysis was conducted on bio-nanocomposite scaffold using space holder methods. The reaction of the bio-nanocomposites deformation under load was determined using Abaqus software. Thereafter, an analytical solution was presented to express explicitly the deformation responses of the artificial bone implant. Results: It was seen that the vibrational behavior and mechanical performance of the sample containing 15 wt% additives have shown better mechanical characteristic compared to the pure specimen. On the other hand, the additive weight fraction has a significant effect on the compression test and porosity value. Also, the elastic modulus of the samples increases more than two times with the addition of additive (from 60 MPa to 145 MPa). From the results, it can be concluded that the highest vibration variation is seen in the sample with lower MNPs percentages.Conclusion: By observing the results of the stresses, it was seen that the stresses were in a small value in the bio-nanocomposites with highest amount of reinforcement

The effect of influenza vaccination in the prevention of exacerbation of children asthma

Background: Influenza epidemies which occur mosthly in cold seasons could be a risk factor for developing exacerbations and acute attacks of asthma. Although influenza vaccination is recommended for the asthmatic patients, there is a lack of sufficient clinical evidence that this annual vaccination prevents asthma exacerbation in children. Methods: Prospective clinical trial study of 201 children with asthma, where 79 did, and 122 did not receive the influenza vaccine, was done. The two groups were compared with respect to use of bronchodilators, systemic corticosteroids, emergency department (ED) visits and hospitalizations for asthma. In multi variable analysis, adjustment was made for baseline asthma severity and demographic variables. Results: After adjusting for other variables, the vaccinated group had a significant decreased in exacerbations frequency and duration. Also the frequency of used bronchodilators and the absence days of daycare center or school were lower in the vaccinated group (P005). Conclusion: This study showed that influenza vaccination may be effective in prevention of some asthma exacerbation aspects

Intracranial metastases of intramedullary spinal cord low-grade astrocytoma

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