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RecruitingNCT07462156Updated Mar 10, 2026

AI-Driven Digital Self-Assessment Framework for Preclinical Tooth Preparation

An interventional study of Non-metrology-grade digital group (NMG) and metrology-grade digital group (MG) in Dental Education, sponsored by Alexandria University. Recruiting at 1 site in Egypt. Open to participants aged 18 Years to 20 Years. Per ClinicalTrials.gov, last updated 2026-03-10.

Sponsored by Alexandria University · Not applicable, Interventional, and Other

From the registry’s dates

  • Primary completion was expected by Mar 2026, 6 months ago, but the record still lists the study as recruiting.
  • Started Feb 2026; still recruiting 8 months later.
Phase
Not applicable
Study type
Interventional
Enrollment
36
Allocation
Randomized
Ages
18 Years to 20 Years
Sex
All
01

Study summary

This study aims to compare traditional faculty-based assessment with two AI-assisted digital self-assessment software programs for evaluating tooth preparations for metal-ceramic crowns for undergraduate dental preclinical students at College of Dentistry El Alamein, AAST in terms of: (1) Accuracy of preparation outcomes, (2) Student learning outcomes over a training period.

02

Conditions studied

  • Dental Education
03

In context

Lead sponsor

Alexandria University is the lead sponsor of 570 studies on the registry; 126 are open to participants now.

Of its 12 completed or terminated interventional studies of FDA-regulated products, 0 (0%) have results posted.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years to 20 Years
Sexes eligible
All
Accepts healthy volunteers
No

Inclusion criteria

  • Third-year preclinical dental student
  • Completion of the fixed prosthodontics tooth-preparation course.
  • No prior formal training or use of digital 3D tooth-preparation assessment software.

Exclusion criteria

Exclusion Criteria:

  • previous repetition of the course
  • Substantial prior experience with digital metrology/3D inspection software
  • Inability to attend all scheduled training and examination sessions.
05

Study design

Phase
Not applicable
Primary purpose
Other
Allocation
Randomized
Intervention model
Parallel assignment
Masking
Single (Outcomes assessor)
Enrollment
36 participants (estimated)

Study arms

  • Experimental
    Digital assessment 1

    Other: Non-metrology-grade digital group (NMG)

  • Experimental
    Digital assessment 2

    Other: metrology-grade digital group (MG)

  • Active comparator
    Conventional assessment

    Other: Traditional group (TG)

Interventions

  • OtherNon-metrology-grade digital group (NMG)

    Students in NMG used a license-free 3D comparison workflow (Medit Link/Compare, Compare tool; Medit Compare v3.4.9; Medit) to superimpose the prepared-tooth scan (TT-STL) onto the unprepared reference scan (RTS-STL).

  • Othermetrology-grade digital group (MG)

    Students in MG used metrology-grade 3D inspection software (Geomagic Control X v2018.1.1; 3D Systems)to superimpose TT-STL onto RTS-STL. Initial Alignment was performed followed by Best Fit Alignment (iterative closest point registration).

  • OtherTraditional group (TG)

    Students in TG assessed reduction with a silicone putty index and a periodontal probe across the previously predefined regions. Feedback was provided by experienced instructors (≥5 years of clinical teaching experience) using the same regional assessment approach.

06

What researchers measure

Primary outcomes

  1. Change in preparation scores

    Preparations were scored with a prespecified 10-item rubric derived from ADEX criteria for mandibular first molar metal-ceramic crown preparation (overall score 0-10). Each item was rated on a 3-level scale (0, 0.5, or 1) and summed to obtain a total score

    Time frame: Up to 5 weeks

  2. RMS deviation from the ideal preparation

    all the resulting TT-STL files across all sessions (from 1-5) of the study of the three groups of prepared teeth were compared with the ideal preparation

    Time frame: Up to 5 weeks

07

Study locations

1 of 1 sites recruiting
  • College of Dentistry El Alamein - AAST
    El Alamein, Egypt
    Recruiting
08

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Mar 10, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
09

Registry details

Key details

Study ID
NCT07462156
Lead sponsor
Alexandria University
Responsible party
Hams Hamed Abdelrahman (Lecturer of Dental Public Health and biostatistical consultanat, Alexandria University) — Principal investigator
First posted
Mar 10, 2026
Start date
Feb 1, 2026
Primary completion
Mar 25, 2026 (estimated)
Completion
Mar 25, 2026 (estimated)
Last update
Mar 10, 2026

Study contacts

Mahinour Yousry, PhD
Contact
dr.mahinour.ahmed@aast.edu
+2 01060080088

Oversight

FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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