Optimizing Orthodontic Appliances Efficiency With Remote Dental Monitoring and Artificial Intelligence Algorithms
Optimizing Clear Aligners Efficiency With Remote Dental Monitoring and Artificial Intelligence Algorithms
1 other identifier
interventional
12
1 country
4
Brief 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.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for not_applicable
Started Oct 2022
Longer than P75 for not_applicable
4 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
September 21, 2022
CompletedFirst Posted
Study publicly available on registry
October 10, 2022
CompletedStudy Start
First participant enrolled
October 17, 2022
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 30, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
December 30, 2027
ExpectedOctober 15, 2024
October 1, 2024
3.2 years
September 21, 2022
October 10, 2024
Conditions
Outcome Measures
Primary Outcomes (4)
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.
6 to 30 months
Number of refinements plans
6 to 30 months
Number of refinement aligners
6 to 30 months
The ratio of added trays(refinement)/planned trays.
6 to 30 months
Secondary Outcomes (3)
ABO Discrepancy Index
6 to 30 months
The American Board of Orthodontics (ABO) Objective grading system (OGS)
6 to 30 months
Degree of tooth movement
6 to 30 months
Other Outcomes (2)
Number of office visits
6 to 30 months
Patient compliance
6 to 30 months
Study Arms (3)
Clear Aligners with Dental Monitoring
EXPERIMENTALExperiment 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.
Clear Aligners replaced every 7 days
ACTIVE COMPARATORGroup 2:Control group. All subjects will have conventional aligner treatment with aligners replaced every 7 days, and standard in-office visits every 8 weeks.
Clear Aligners replaced every 14 days
ACTIVE COMPARATORGroup 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.
Interventions
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.
Removabale orthodontics appliances
Eligibility Criteria
You may qualify if:
- 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.
You may not qualify if:
- 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.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (4)
Orthodontic Specialists of Lake County (Antioch)
Antioch, Illinois, 60002, United States
Department of Orthodontics, College of Dentistry University of Illinois Chicago
Chicago, Illinois, 60612-7211, United States
Orthodontic Specialists of Lake County (Grayslake)
Grayslake, Illinois, 60030, United States
Orthodontic Specialists of Lake County (Gurnee)
Gurnee, Illinois, 60031, United States
Related Publications (1)
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.
PMID: 31474272BACKGROUND
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- SINGLE
- Who Masked
- CARE PROVIDER
- Purpose
- TREATMENT
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
September 21, 2022
First Posted
October 10, 2022
Study Start
October 17, 2022
Primary Completion
December 30, 2025
Study Completion (Estimated)
December 30, 2027
Last Updated
October 15, 2024
Record last verified: 2024-10
Data Sharing
- IPD Sharing
- Will not share