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RecruitingNCT05573308Updated Jul 8, 2026

Optimizing Orthodontic Appliances Efficiency With Remote Dental Monitoring and Artificial Intelligence Algorithms

An interventional study of Clear Aligners with Dental Monitoring and Clear Aligners in Malocclusion and Misaligned Teeth, sponsored by University of Illinois at Chicago. Recruiting at 4 sites in United States. Open to participants aged 12 Years to 70 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2026-07-08.

Sponsored by University of Illinois at Chicago · Not applicable, Interventional, and Treatment

Phase
Not applicable
Study type
Interventional
Enrollment
12
Allocation
Randomized
Ages
12 Years to 70 Years
Sex
All
01

Study summary

The decision on aligner changing is based on orthodontists' personal experience and common knowledge that an approximated time span for the aligner have exhausted its biological efficacy. However, a one size fits all approach is not always ideal, as an average determined time is not taken into account of a patient's individual biological response. The aligners could be progressed earlier than the determined time, or they may stay inactive for a while, waiting for the in-office visit. Dental MonitoringTM is the only available technology that provides 3D monitoring of teeth movement, reconstructs 3D digital models remotely, and auto-detect clinical situations by their patented AI algorithms. The investigators have reported high accuracy of DMTM to monitor the tooth movement in vitro. However, the efficacy of DMTM on orthodontic treatment and the accuracy of DMTM in the orthodontic patients has not been investigated yet. In this proposal, the investigators are implementing the Dental MonitoringTM application and 3D tracking of tooth movement powered by AI algorisms as a novel tool to customize aligner changing intervals. The ultimate goal is to reduce in-office visits and treatment duration while maintaining regular monitoring, thus not jeopardizing expected results. It is imperative to investigate the Teledentistry for its effectiveness, reliability, ease of use, patient satisfaction, and value on the overall health and oral health system, especially as a critical tool during public health emergency situations.

Read the detailed description

Specific Aims

Clear Aligners:

To evaluate the effects of implementing Remote Dental Monitoring in orthodontic treatment with clear Aligners. The outcome measures are treatment effectiveness, rate of aligner changing, number of refinements (ratio of added Aligners/planned Aligners- need for midcourse correction), number of appointments, Cost-effectiveness, and patient satisfaction.

Hypothesis 1: Remote Dental Monitoring provides a viable option for continuing good quality of care without compromising the treatment outcome and satisfaction. There are no differences in treatment quality, value, effectiveness, and safety between Remote Dental Monitoring and in-office treatment approaches.

Hypothesis 2: Remote Dental Monitoring can guide the rate of aligner replacement and optimize the treatment.

Hypothesis 3: Remote Dental Monitoring can Improve patient compliance and motivate patients' oral hygiene maintenance

02

Conditions studied

  • Malocclusion
  • Misaligned Teeth

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03

Who can participate

Ages eligible
12 Years to 70 Years
Sexes eligible
All
Accepts healthy volunteers
Yes

Inclusion criteria

  • Patients who request clear aligner treatment with the sole aim of correcting dental alignment.
  • Patients must be 12 years old or older.
  • Complete permanent dentition (excluding third molars).
  • Non-extraction treatment,
  • Upper or lower labial segment crowding. malocclusion to be treated with more than 20 Clear Aligners.

Exclusion criteria

Exclusion Criteria:

  • Patients with systematic diseases or syndromes
  • Patients with a history or current use of Bisphosphonates
  • Patients with current use of nonsteroidal anti-inflammatory drugs (NSAIDs)
  • Active periodontal disease
  • Presence of dental prostheses,
  • The presence of dental anomalies (7) The treatment combined with fixed appliances or other auxiliary appliances.
04

Study design

Phase
Not applicable
Primary purpose
Treatment
Allocation
Randomized
Intervention model
Parallel assignment
Masking
Single (Care provider)
Enrollment
12 participants (estimated)

Study arms

  • Experimental
    Clear Aligners with Dental Monitoring

    Experiment group: DM (Remote Dental Monitoring approach). Remote Dental Monitoring by DMTM will be implemented in the patient's orthodontic treatment. Pretreatment, 3D digital intra-oral scans will be uploaded to the DMTM dashboard, so they serve as the baseline for 3D tracking of tooth movement. Patients will be trained on how to use the DMTM application and do DM remote scans using their smartphones DM scan box and rector. They will be instructed to do the DM scan after the initial tray insertion. Replacement of the aligners trays will be based on DM GO tracking function, which is specifically targeted at clear aligner treatment.

    Device: Clear Aligners with Dental Monitoring

  • Active comparator
    Clear Aligners replaced every 7 days

    Group 2:Control group. All subjects will have conventional aligner treatment with aligners replaced every 7 days, and standard in-office visits every 8 weeks.

    Device: Clear Aligners

  • Active comparator
    Clear Aligners replaced every 14 days

    Group 3: (n=40) Control group. All subjects will have conventional aligner treatment with aligners replaced every 14 days, and standard in-office visits every 8 weeks.

    Device: Clear Aligners

Interventions

  • DeviceClear Aligners with Dental Monitoring

    Dental Monitoring™ (DM ™). This digital technology software allows orthodontists to monitor patients remotely through continuous analytics using control vision technology, metaheuristics, and artificial intelligence.31 This app utilizes a patented artificial intelligence machine learning algorithm to calculate 3-dimensional (3D) tooth movements from intraoral photos and videos that patients capture using their smartphone cameras.

  • DeviceClear Aligners

    Removabale orthodontics appliances

05

What researchers measure

Primary outcomes

  1. The number of aligners trays completed with an adequate fit

    The primary outcome, the number of trays completed with an adequate fit after 6, 12 months and end of treatment (treatment length ranged 18-30) months.

    Time frame: 6 to 30 months

  2. Number of refinements plans

    Time frame: 6 to 30 months

  3. Number of refinement aligners

    Time frame: 6 to 30 months

  4. The ratio of added trays(refinement)/planned trays.

    Time frame: 6 to 30 months

Secondary outcomes

  1. ABO Discrepancy Index

    The higher the ABO DI score, the more complex the case. Therefore with treatment progress, the DI Score should Decrease at least 1 point from the ABO DI score before treatment.

    Time frame: 6 to 30 months

  2. The American Board of Orthodontics (ABO) Objective grading system (OGS)

    The ABO score for the case is calculated by summing the scores for the 8 categories. The casts are scored in 7 categories (alignment, marginal ridges, buccolingual inclinations, occlusal relationships, occlusal contacts, overjet, and interproximal contacts), and panoramic radiographs are scored according to the single category of root angulation. If fewer than 20 points are scored overall, the case is considered to meet the ABO standard. If 20 to 29 points are scored, then the standard of work is undetermined. If more than 30 points are scored, the case is considered unacceptable.

    Time frame: 6 to 30 months

  3. Degree of tooth movement

    3D Comparison Analysis will be performed to evaluate the treatment progress using a sophisticated processing software package (Control; Geomagic, Research Triangle Park, NC). Furthermore, each 3D digital dental scan at T3 will be superimposed on the 3D Digital model of the corresponding treatment stage in the aligner software (representing the ideal outcome).To determine the degree of tooth movement achieved with respect to the prescription, the following formula will be applied to each movement of each tooth. 1-(Ideal outcome-treatment outcome)/(Ideal outcome- Pre-treatment)

    Time frame: 6 to 30 months

Other outcomes

  1. Number of office visits

    Number of office visits needed to finish the treatment

    Time frame: 6 to 30 months

  2. Patient compliance, acceptance to technology

    questionnaire to measure Patient compliance, acceptance to technology and satisfaction

    Time frame: 6 to 30 months

06

Study locations

1 of 4 sites recruiting
  • Orthodontic Specialists of Lake County (Antioch)
    Antioch, Illinois 60002, United States
    Suspended
  • Department of Orthodontics, College of Dentistry University of Illinois Chicago
    Chicago, Illinois 60612-7211, United States
    Recruiting
  • Orthodontic Specialists of Lake County (Grayslake)
    Grayslake, Illinois 60030, United States
    Suspended
  • Orthodontic Specialists of Lake County (Gurnee)
    Gurnee, Illinois 60031, United States
    Suspended
07

References and documents

Publications

  • Morris RS, Hoye LN, Elnagar MH, Atsawasuwan P, Galang-Boquiren MT, Caplin J, Viana GC, Obrez A, Kusnoto B. Accuracy of Dental Monitoring 3D digital dental models using photograph and video mode. Am J Orthod Dentofacial Orthop. 2019 Sep;156(3):420-428. doi: 10.1016/j.ajodo.2019.02.014. PubMed 31474272 ↗

Individual participant data

Plan to share: No

08

Registry details

Key details

Study ID
NCT05573308
Lead sponsor
University of Illinois at Chicago
Collaborators
American Association of Orthodontists Foundation
Responsible party
Sponsor
First posted
Oct 10, 2022
Start date
Oct 17, 2022
Primary completion
Dec 30, 2028 (estimated)
Completion
Dec 30, 2029 (estimated)
Last update
Jul 8, 2026

Oversight

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

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