Evidence map›Paper›PMID 41937439›Full record

ArticleJournal of esthetic and restorative dentistry : official publication of the American Academy of Esthetic Dentistry ... [et al.]2026

An Alternative Digital Workflow for 3D Virtual Patient Construction Integrating Intraoral, Facial, and CBCT Data for Esthetic and Occlusal Planning.

Milton Villanueva Valenzuela, Consuelo Marroquín-Soto, César-Augusto Padilla-Avalos

Abstract readCase Reports
In one paragraph

Article in Journal of esthetic and restorative dentistry : official publication of the American Academy of Esthetic Dentistry ... [et al.], 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Milton Villanueva ValenzuelaDepartment of Restorative and Esthetic Dentistry, Norbert Wiener University, Lima, Peru.ORCID https://orcid.org/0009-0004-6330-456X
Consuelo Marroquín-SotoSchool of Dentistry, Universidad Científica del Sur, Lima, Peru.ORCID https://orcid.org/0000-0002-1433-6205
César-Augusto Padilla-AvalosResearch and Innovation Laboratory in Digital Dentistry, School of Dentistry, Universidad Científica del Sur, Lima, Peru.ORCID https://orcid.org/0000-0002-8436-4113

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundVirtual patient construction integrates dental, facial, and skeletal datasets into a unified 3D model for prosthodontic diagnosis and planning. Despite advances, fully digital workflows remain limited by challenges in reproducibility and clinical validation.

objectiveTo describe an alternative digital workflow for 3D virtual patient construction integrating intraoral, facial, and CBCT data, and to demonstrate its clinical applicability through direct intraoral mock-up validation.

methodsA patient with esthetic concerns and mild functional asymmetry was documented using full-arch intraoral scans, facial scans, and CBCT. Craniofacial reference planes guided multimodal alignment using an Iterative Closest Point (ICP) algorithm with predefined parameters. The integrated datasets were analyzed in a virtual articulator to simulate mandibular movements. A 3D-printed model and silicone index enabled intraoral mock-up validation.

resultsThe workflow achieved consistent multimodal alignment of hard- and soft-tissue structures, eliminating the need for analog facebow transfer or mechanical mounting. The intraoral mock-up reproduced the virtual design, confirming the clinical transferability of esthetic and functional parameters.

conclusionsThis workflow integrates virtual planning with clinical validation, thereby improving diagnostic precision, esthetic predictability, and interdisciplinary communication in prosthodontic rehabilitation. CLINICAL RELEVANCE: This approach provides a reproducible option for virtual patient construction, enabling immediate chairside validation and supporting more predictable clinical decision-making in esthetic and occlusal rehabilitation.

Indexed as

Cone-Beam Computed TomographyDental OcclusionEsthetics, DentalFaceImaging, Three-DimensionalPatient Care PlanningWorkflowComputer-Aided DesignHumansPrinting, Three-DimensionalUser-Computer Interfacecomputer‐aided designcone‐beam computed tomographydental articulatorspatient simulationprosthodontics

Identifiers

PMID41937439
PMCPMC13377313

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.