Ariel J Raigrodski’s research while affiliated with University of Washington and other places

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Publications (93)


Figure 1. Representative color-coded deviation map showing the discrepancy between the reference mesh and intraoral digital scan using the standard or entire dataset best-fit alignment (BF group) method.
Figure 2. A, Landmark-based alignment using 3 markers as reference points (LB-3 group). B, Representative color-coded deviation map showing the discrepancy between the reference mesh and intraoral digital scan using the landmark-based alignment using 3 markers as a reference points method.
Figure 3. A, Landmark-based alignment using 6 markers as reference points (LB-6 group). B, Representative color-coded deviation map showing the discrepancy between the reference mesh and intraoral digital scan using landmark-based alignment with 6 markers as a reference points method.
Figure 4. A, Section-based alignment using the surface of 3 denture teeth as reference information (SBF group). B, Representative color-coded deviation map showing the discrepancy between the reference mesh and intraoral digital scan using the section-based alignment using the surface of 3 denture teeth as a reference information method.
Figure 6. RMS error mean values analysis. A, Interval plot of RMS error. B, Interval plot of SD. BF, automatic best-fit; LB, Landmark-based alignment; SBF, section-based best-fit; SD, standard deviation; RMS, root mean square
Best‐Fit Algorithm Influences on Virtual Casts’ Alignment Discrepancies
  • Article

May 2022

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397 Reads

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51 Citations

Journal of Prosthodontics

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Aishwa Gohil

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[...]

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Ariel J. Raigrodski

Purpose: To measure the influence of best-fit (BF) algorithms (entire dataset, 3 or 6 points landmark-based, or section-based BF) on virtual casts and their alignment discrepancies. Material and methods: A mandibular typodont was obtained and digitized by using an industrial scanner (GOM Atos Q 3D 12M). A control mesh was acquired. The typodont was digitized by using an intraoral scanner (TRIOS 4). Based on the alignment procedures, four groups were created: BF of the entire dataset (BF group), landmark-based BF using 3 reference points (LBF-3 group), or 6 reference points (LBF-6 group), and section-based BF (SBF group). The root mean square (RMS) error was calculated. One-way ANOVA and post-hoc pairwise multi-comparison Tukey were used to analyze the data (α = .05). Results: Significant RMS error mean value differences were found across the groups (P<.001). Tukey test revealed significant RMS error mean value differences between the BF and LBF-3 groups (P = .022), BF and LBF-6 groups (P<.001), LB-3 and LB-6 groups (P<.001), LBF-3 and SBF groups (P<.001), and LBF-6 and SBF groups (P<.001). The LBF-6 group had the lowest trueness, while SBF and BF groups obtained the highest trueness values. Furthermore, significant SD differences were revealed across the groups tested (P<.001). Tukey test revealed significant SD differences between the BF and LBF-6 groups (P<.001), LBF-3 and LB-6 groups (P<.001), LBF-3 and SBF groups (P = .004), and LBF-6 and SBF groups (P<.001). The BF and SBF groups showed equal and highest precision, while the LBF-6 group had the lowest precision. Conclusions: The best-fit algorithms tested influenced the virtual casts' alignment discrepancy. Entire dataset or section-based best-fit algorithms obtained the highest virtual casts' alignment trueness and precision compared with the landmark-based method.


Representative EBM additively manufactured specimen. EBM, electron beam melting
Acrylic resin veneering procedures of a representative specimen.
Completed acrylic resin veneering procedures of a representative specimen. (A) Buccal. (B) Intaglio.
Main effect plot for the 3D gap discrepancies of the M and EBM groups.
Interaction plot for 3D gap discrepancy.
Implant‐Abutment Discrepancy Before and After Acrylic Resin Veneering of Complete‐Arch Titanium Frameworks Manufactured Using Milling and Electron Beam Melting Technologies

March 2022

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387 Reads

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3 Citations

Journal of Prosthodontics

Purpose: To assess the implant-abutment discrepancy of complete-arch frameworks manufactured using milling and additive electron beam melting (EBM) technologies, before and after acrylic resin veneering application. Materials and methods: A definitive implant cast with six implant replicas was digitized using a laboratory scanner. A software program was used to design an implant-supported framework which was manufactured using milling (M group) and EBM (EBM group) technologies (n = 10). In the M group, titanium milled specimens were fabricated. In the EBM group, titanium EBM specimens were obtained. A coordinate measurement machine (CMM) was used to assess the implant-abutment discrepancy at x-, y-, and z-axed between the specimens and the implant-abutment replicas of the definitive cast. The implant replicas positioned on the lateral incisor positions were not able to be assessed. The 3D gap discrepancy was calculated: 3 D = x 2 + y 2 + z 2 3D =x2+y2+z23D\ = \sqrt {{x^2} + {y^2} + {z^2}} . Acrylic resin veneering procedures were finished and the same CMM measurements were completed. Three-way analysis of variance (ANOVA) test was used to analyze the data (α = 0.05). Results: The manufacturing method (df = 1, F = 7.00, p = 0.009) and implant position (df = 3, F = 129.82, p < 0.001) were significant predictors of the x-axis discrepancy. The veneering procedures (df = 1, F = 21.55, p < 0.001) and implant position (df = 3, F = 95.42, p < 0.001) were significant predictors of the y-axis discrepancy. The manufacturing method (df = 1, F = 11.79, p = 0.001) was a significant predictor of the z-axis discrepancy. Lastly, the manufacturing method (df = 1, F = 5.11, p = 0.026), implant position (df = 3, F = 11.36, p < 0.001), and veneering procedures (df = 1, F = 41.56, p < 0.001) were significant predictors of the 3D gap discrepancy in which the manufacturing method explains the 2.37% of variation in the 3D gap discrepancy, the implant position explains the 15.82% of variation in the 3D gap discrepancy, and veneering procedures explain the 19.29% of variation in the 3D gap discrepancy results. Conclusions: The manufacturing methods, veneering procedures, and implant position influenced the linear implant-abutment discrepancy. The milled technique tested obtained lower linear implant-abutment discrepancy compared with the EBM method evaluated. The acrylic resin veneering procedures increased the implant-abutment discrepancy.


Representative lithography-based additively manufactured zirconia disk.
Representative scanning electron microscopy (SEM) images of AM group (left column) and M group (right column). Cells indicated with arrows. Original magni!cation ×100, ×300, ×1500. AM, additively manufactured; M, milled.
Cell viability of NHOsts to tested material eluates. Results from 6 replicates and minimum of 3 biologic independent experiments. Data expressed as mean ±95% con!dence interval. AM, additively manufactured; M, milled; NHOsts, normal human osteoblasts.
Analysis of migration of NHOsts after treatment with different dilutions of tested materials by wound healing assays. Results from 6 replicates and minimum of 3 biologic independent experiments. Data expressed as mean ±95% con!dence interval. AM, additively manufactured; M, milled; NHOsts, normal human osteoblasts.
Analysis of cell morphology changes and cytoskeleton F-actin !bers organization on NHOst cultures exposed to indicate dental material extracts by confocal "uorescence microscopy. F-actin !bers stained with red "uorescent dye phalloidin (red), whereas cell nuclei counterstained with phalloidin/and 4, 6-diamidino-2-phenylindole dihydrochloride (DAPI) staining (blue). Scale bar: 100 mm. AM, additively manufactured; M, milled; NHOst, normal human osteoblast.
Effect of milled and lithography-based additively manufactured zirconia (3Y-TZP) on the biological properties of human osteoblasts

March 2022

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163 Reads

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6 Citations

Journal of Prosthetic Dentistry

Statement of problem Lithography-based additively manufactured (AM) zirconia has been used to fabricate dental implants and custom barriers for guided bone regeneration procedures. However, studies on the effect of AM zirconia on the biological properties of human osteoblasts are lacking. Purpose The purpose of this in vitro study was to compare the effect of milled and lithography-based AM zirconia on the biological properties of normal human osteoblasts (NHOsts), as well as to compare the chemical composition between the milled and lithography-based AM 3 mol% yttria-stabilized tetragonal zirconia polycrystal (3Y-TZP) zirconia. Material and methods Three mol percentage yttria-stabilized tetragonal zirconia polycrystal disks (Ø6×2-mm) were fabricated using subtractive milling (Priti multidisc ZrO2 monochrome) (M group) and lithography-based additive manufacturing methods (LithaCon 3Y 210) (AM group) (n=10). NHOsts were exposed to different material extracts (1:1, 1:2, and 1:4) and cytotoxicity, cell migration, cell morphology, and cell attachment biological tests were completed. Additionally, for morphological and chemical analysis, a scanning electronic microscopy with energy-dispersive X-ray analysis (SEM/EDX) evaluation was completed. Data were analyzed by using 1-way ANOVA and the Dunnett test (α=.05). Results Substantial cell attachment and spreading were observed in both material surfaces. The presence of zirconium was evident in both groups, although the percentage of zirconium in the AM group (64.7%) was slightly higher than in the M group (52.6%). When NHOsts were cultured in the presence of the different material eluates, the M and AM groups exhibited similar NHOst viability and migration rates when compared with untreated cells; no significant differences were found (P>.05). Conclusions The lithography-based AM zirconia tested showed adequate cytocompatibility without differences when compared with the milled zirconia (M group) specimens. Slight chemical element composition differences were found between milled and lithography-based AM zirconia.


Representative zirconia lithography-based additively manufactured specimen
Boxplot of flexural strength values obtained in the milled (M group) and lithography-based additively manufactured (AM group) specimens
Weibull distribution for milled and additively manufactured specimens. AM, additively manufactured; M, milled.
Chemical Composition and Flexural Strength Discrepancies Between Milled and Lithography‐Based Additively Manufactured Zirconia

January 2022

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277 Reads

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27 Citations

Journal of Prosthodontics

Purpose. To evaluate the chemical composition, flexural strength, and Weibull characteristics of milled and lithography-based additively manufactured (AM) zirconia. Materials and Methods. A virtual design of a bar (25x4x2 mm) was completed using a software program. The standard tessellation language file was used to manufacture all the specimens: 3Y-TZP zirconia (Priti multidisc ZrO2 monochrome) milled (M group) and 3Y-TZP zirconia (LithaCon 3Y 210) lithography-based AM (CeraFab System S65 Medical) (AM group) bar specimens (n=20). The chemical composition of the specimens was determined by using energy dispersive X-ray (EDAX) elemental analysis in a scanning electron microscope. Flexural strength was measured in all specimens using 3-point bend test according to ISO/CD 6872.2 with a universal testing machine (Instron Model 8501). Two-parameter Weibull distribution values were calculated. The Shapiro-Wilk test revealed that the data were normally distributed (P<.05). Flexural strength values were analyzed using independent Student t-test (α=.05). Results. There were no major chemical composition differences observed between M and AM groups. The AM specimens (1518.9 ±253.9 MPa) exhibited a significantly higher flexural strength mean value compared to the milled (980.5 ±130.3 MPa) specimens (DF=13, T-value=-5.97, P<.001). The Weibull distribution presented the highest shape for AM specimens (11.49) compared to those of milled specimens (6.95). Conclusions. There was no significant difference in the chemical composition of milled and AM zirconia material tested. AM zirconia tested exhibited significantly higher flexural strength compared with the milled zirconia evaluated.


Virtual design of maxillary diagnostic cast of each group. A, Solid. B, Honeycombed with 1 mm wall thickness. C, Honeycombed with 2 mm wall thickness. D, Hollow with 1 mm wall thickness. E, Hollow with 2 mm wall thickness.
Representative additively manufactured specimens. A, Solid. B, Honeycombed with 1 mm wall thickness. C, Honeycombed with 2 mm wall thickness. D, Hollow with 1 mm wall thickness. E, Hollow with 2 mm wall thickness.
Discrepancies measured among groups evaluated
Influence of base design on the manufacturing accuracy of vat-polymerized diagnostic casts: An in vitro study

June 2021

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494 Reads

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20 Citations

Journal of Prosthetic Dentistry

Statement of problem Vat-polymerized casts can be designed with different bases, but the influence of the base design on the accuracy of the casts remains unclear. Purpose The purpose of the present in vitro study was to evaluate the influence of various base designs (solid, honeycombed, and hollow) with 2 different wall thicknesses (1 mm and 2 mm) on the accuracy of vat-polymerized diagnostic casts. Material and methods A virtual maxillary cast was obtained and used to create 3 different base designs: solid (S group), honeycombed (HC group), and hollow (H group). The HC and H groups were further divided into 2 subgroups based on the wall thickness of the cast designed: 1 mm (HC-1 and H-1) and 2 mm (HC-2 and H-2) (N=50, n=10). All the specimens were manufactured with a vat-polymerized printer (Nexdent 5100) and a resin material (Nexdent Model Ortho). The linear and 3D discrepancies between the virtual cast and each specimen were measured with a coordinate measuring machine. Trueness was defined as the mean of the average absolute dimensional discrepancy between the virtual cast and the AM specimens and precision as the standard deviation of the dimensional discrepancies between the virtual cast and the AM specimens. The Kolmogorov-Smirnov and Shapiro-Wilk tests revealed that the data were not normally distributed. The data were analyzed with Kruskal-Wallis and Mann-Whitney U pairwise comparison tests (α=.05). Results The trueness ranged from 63.73 μm to 77.17 μm, and the precision ranged from 44.00 μm to 54.24 μm. The Kruskal-Wallis test revealed significant differences on the x- (P<.001), y- (P=.006), and z-axes (P<.001) and on the 3D discrepancy (P<.001). On the x-axis, the Mann-Whitney test revealed significant differences between the S and H-1 groups (P<.001), S and H-2 groups (P<.001), HC-1 and H-1 groups (P<.001), HC-1 and H-2 groups (P<.001), HC-2 and H-1 groups (P<.001), and HC-2 and H-2 groups (P<.001); on the y-axis, between the S and H-1 groups (P<.001), HC-1 and H-1 groups (P=.001), HC-1 and H-2 groups (P=.02), HC-2 and H-1 groups (P<.001), HC-2 and H-2 groups (P=.003); and on the z-axis, between the S and H-1 groups (P=.003). For the 3D discrepancy analysis, significant differences were found between the S and H-1 groups (P<.001), S and H-2 groups (P=.004), HC-1 and H-1 groups (P=.04), and HC-2 and H-1 groups (P=.002). Conclusions The base designs tested influenced the manufacturing accuracy of the diagnostic casts fabricated with a vat-polymerization printer, with the solid and honeycombed bases providing the greatest accuracy. However, all the specimens were clinically acceptable.


Multipurpose application of custom, rigid, clear matrix for fabricating trial restorations, tooth preparation guides, and interim veneers

March 2021

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31 Reads

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4 Citations

Journal of Prosthetic Dentistry

Interim veneers present an esthetic and functional challenge for restorative dentists. Moreover, inadequate fit or trauma to the soft tissue during their fabrication or subsequently may affect soft-tissue health and stability and lead to bleeding that will compromise the adhesive cementation of the definitive ceramic veneers. This article describes a technique for the atraumatic fabrication of interim veneers with a custom, rigid, clear matrix designed for multipurpose use during the patient’s restorative care. Based on a diagnostic waxing, the clear matrix is made and first used for the fabrication of the trial restorations and as a tooth-preparation guide. Subsequently, it is used for the atraumatic fabrication of interim veneers with a photopolymerizing direct restorative material.


Physical characterization of 3 implant systems made of distinct materials with distinct surfaces

February 2021

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30 Reads

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9 Citations

Journal of Prosthetic Dentistry

Statement of problem Dental implants undergo various surface treatments. Studies that have characterized their surface and subsurface by using the same methods are scarce. Purpose The purpose of this study is to physically characterize the surface and subsurface of implant systems made of commercially pure (cp) titanium (Ti) grade (gr) 4 and Ti alloy gr 23 and to evaluate whether airborne-particle abrasion and acid etching is an appropriate surface treatment for Ti alloy gr 23. Material and methods Implant groups (n=3) were as follows: TG4AO, cp Ti gr 4, treated with anodic oxidation (3.5×8 mm) (NobelReplace Conical; Nobel Biocare); TG23AE, Ti gr 23 (TiAlV ELI) airborne-particle abraded-and-etched (3.9×8 mm) (V3; MIS); and TG4AE, cp Ti gr 4, airborne-particle abraded and etched (3.3×8 mm) (BL; Institut Straumann AG). Surface roughness, surface topography, and elemental and surface composition were investigated with optical profilometry, scanning electron microscopy, energy dispersive X-ray spectroscopy, and X-ray diffraction. The presence and size of Ti hydride (TiH) needles were determined on metallographic sections. Depth profiling was obtained by time-of-flight secondary ion mass spectrometry (ToF-SIMS) to determine possible enrichment of an alloying element at the implant surface. Results The mean arithmetic deviation roughness (Sa), of TG4AO was 0.80 μm. The Sa of TG4AO was 1.22 μm, and the Sa of TG4AO was 1.59 μm. The difference between the groups was significant (P<.001). TG23AE and TG4AE displayed a macrotexture and microtexture with pores; TG4AO showed a 3-to 12-μm canyon-like structure. The surface and subsurface compositions were as follows: for TG4AO, αTi and phosphorus-rich anatase; for TG23AE, α-Ti matrix with β-Ti grains; and for TG4AE, α-Ti and δ-TiH2-x. TiH needles were found only on TG4AE; the Ti oxide layer of TG4AO was rough, 3-to 16-μm thick, and porous. The time-of-flight secondary ion mass spectrometry (ToF SIMS) concentration profile of TG23AE did not show enrichment of any alloying element. Conclusions The roughness, topography, and composition of the surfaces were different for all implants tested. Airborne-particle abrasion and subsequent etching was an appropriate treatment for Ti gr 23 alloy implants.


Cementation of Zirconia-Based Toothborne Restorations: A Clinical Review

September 2019

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132 Reads

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5 Citations

As the demand for esthetics in dentistry has increased over the years, zirconia-based restorations have been successfully used as alternatives to metal-ceramic restorations. A reliable marginal seal is among the factors that are vital to the clinical success of a dental restoration. One advantage of zirconia-based restorations is that the cementation process is generally simpler and more efficient compared to the delivery/cementation of other all-ceramic systems. This article reviews several categories of cement used for the cementation of zirconia restorations: zinc-phosphate cement, glass-ionomer cement (GIC), resin-modified GIC, and composite-resin cement.


Fatigue reliability of dental ceramic materials – an in vitro study

May 2018

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48 Reads

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3 Citations

Advances in Applied Ceramics

Reliability of four groups of ceramic indenter/disc systems was tested using a step-stress accelerated life-testing model. Specimens were fatigued to failure according to three step-stress profiles: light, moderate and aggressive. Group LGC/PFM [heat-pressed leucite glass-ceramic on metal (LGC)/porcelain-fused-to-metal (PFM), disc 1.5-mm thickness] exhibited a lowest reliability and mean-time-to-failure (MTTF), and highest failure rate. At 320-N load, Group Y-TZP/Y-TZP [3 mol-% yttria-stabilised tetragonal zirconia polycrystal (Y-TZP)/Y-TZP, disc 0.6-mm thickness] exhibited a significantly longer MTTF than Group LD/LD [heat-pressed lithium disilicate (LD)/LD, disc 1.5-mm thickness] both at 50,000 and 100,000 cycles, at 90% confidence bounds. Y-TZP indenter and disc of 1.2 mm thickness were used as a control and resulted in no fracture at 320-N load and 150,000 cycles. Zirconia specimens at 0.6-mm thickness performed comparably to 1.5-mm LD and better than 1.5-mm layered PFM specimens in terms of reliability (fracture resistance), MTTF and failure rate.



Citations (74)


... 28 The other method uses the iterative closest point method to repeatedly calculate and apply a transformation matrix to minimize the distance between the closest points. 29 Therefore, even if there is some loss of accuracy in individual data points, the coordinate system of the mesh data is transformed in a way that produces many pairs between the mesh data or point clouds Although there was no statistical difference, the SEM was smaller for scan path D compared to the other paths at the LM and LPM, which were closer to the start of the scan, and it was the second smallest at the RM and RPM, which were most distant from the scan start. Therefore, the accuracy of path D at certain tooth sites was not worse than that of the other scan paths. ...

Reference:

Effect of scan path on accuracy of complete arch intraoral scan
Best‐Fit Algorithm Influences on Virtual Casts’ Alignment Discrepancies
  • Citing Article
  • May 2022

Journal of Prosthodontics

... With the help of virtual planning and digital impressions, CAD-CAM produces digital precision that melds perfectly with the patient's implants and dentition [14]. Revilla-León et al. [15] have pointed out that DMLS technology, on the other hand, might show larger fit disparities. This could be due to the layering process, which introduces small imperfections. ...

Implant‐Abutment Discrepancy Before and After Acrylic Resin Veneering of Complete‐Arch Titanium Frameworks Manufactured Using Milling and Electron Beam Melting Technologies
  • Citing Article
  • March 2022

Journal of Prosthodontics

... However, those implants were not patient-specific and the introduction of titanium fixtures during the second-stage of surgery led to infection and inflammation. A major advantage of a yttria-stabilized zirconia over Al 2 O 3 ceramic material is a heavily increased crack resistance, wherefore yttria-stabilized zirconia has already been adopted in dental, knee, or hip prostheses [33,34]. However, research utilizing this material for subperiosteal dental implants is still missing. ...

Effect of milled and lithography-based additively manufactured zirconia (3Y-TZP) on the biological properties of human osteoblasts
  • Citing Article
  • March 2022

Journal of Prosthetic Dentistry

... While most laboratory-scale research for DLP of ZrO 2 ceramics design and develop their own ceramic slurry [37][38][39][40], there are a few 3Y-TZP resins commercially available for the specific DLP printers, including Zircolite @ from Tethon 3D. In addition, LithaCon 3Y @ from Lithoz has also been developed for their lithography-based ceramics manufacturing (LCM) printers [41,42]. The laboratory-developed 3Y-TZP resins may result in highly variable results as each slurry is different and limit scalability as it would require reproduction of the exact slurries. ...

Chemical Composition and Flexural Strength Discrepancies Between Milled and Lithography‐Based Additively Manufactured Zirconia
  • Citing Article
  • January 2022

Journal of Prosthodontics

... Third, the object orientation may have some effects on the SLA accuracy in printing [20,25,26]. Designs of the cast base can also have some effects on printing accuracy [27]. And finally, different post-processing methods can potentially affect the accuracy of printed casts [19]. ...

Influence of base design on the manufacturing accuracy of vat-polymerized diagnostic casts: An in vitro study
  • Citing Article
  • June 2021

Journal of Prosthetic Dentistry

... The Straightforward replication of digital wax-up design into direct composite resin restorations in adolescents using a custom 3-dimensionally printed index use of indices for replicating wax-up designs has been well-documented in various restorative applications. Studies have demonstrated their benefits in fabricating interim restorations, creating guides for tooth preparation, and aiding in the placement of fiber-reinforced composite prostheses [4][5][6][7][8]. ...

Multipurpose application of custom, rigid, clear matrix for fabricating trial restorations, tooth preparation guides, and interim veneers
  • Citing Article
  • March 2021

Journal of Prosthetic Dentistry

... Micro-and macro-features of implant design include a large range of variables; among them are the geometry and surface of the implant body and its neck [2][3][4][5][6][7][8][9]. Several papers have documented the implant neck as a critical factor involved in preservation of the marginal peri-implant bone [1, 3,4,10,11]. ...

Physical characterization of 3 implant systems made of distinct materials with distinct surfaces
  • Citing Article
  • February 2021

Journal of Prosthetic Dentistry

... Despite the success of conventional cementation methods, improved marginal adaptation, increased retention and a better ability to prevent microleakage is evident in adhesively cemented restorations. [10,11] Surface treatment of zirconia is crucial for enhancing adhesion to resin cements due to its inherent non-silica composition, which limits traditional bonding methods. [12,13] Methods like sandblasting, laser application, and chemical primers are commonly employed. ...

Cementation of Zirconia-Based Toothborne Restorations: A Clinical Review
  • Citing Article
  • September 2019

... 3,4 More recently, laminate veneers have been fabricated by heat-pressing after an investment of manually made wax patterns with the introduction of pressable lithium disilicate ceramics. 5,6 The high-glass content ceramics are generally the material of choice to make laminate veneers due to their translucency and etchability for adhesive purposes. 7 Digital dentistry has changed the manufacturing process of ceramic restorations, including laminate veneers. ...

Fatigue reliability of dental ceramic materials – an in vitro study
  • Citing Article
  • May 2018

Advances in Applied Ceramics

... Hydrothermal aging did not create significant influence in the groups of HT, ST, and XT that were not immersed in GO dispersion. The effect of aging on the translucency of zirconia ceramics has been investigated in previous studies [5,14,15,24,25]. However, contradictory results have been reported regarding the influence of aging on the translucency of zirconia ceramics [14,15,24,25]. ...

Effect of hydrothermal treatment on light transmission of translucent zirconias
  • Citing Article
  • February 2017

Journal of Prosthetic Dentistry