Artificial Intelligence (AI) for Proximal Caries Detection and Its Impact on Treatment Threshold

ConditionCaries,Dental
Trial statusRecruiting
Trial phaseNot applicable
Trial typeInterventional
Biological sexAll
Age18-99
SponsorUniversity of Michigan

About this trial

The purpose of this study is to assess the impact of artificial intelligence on proximal caries detection and subsequent treatment decisions of early learners and compare those with outcomes of experienced learners.

Eligibility criteria

This trial does not accept healthy volunteers

Qualifiers

Provide informed consent

Willing to comply with all study procedures and be available for the duration of the study

Dental student in second, third, or fourth year of dental school at University of Michigan School of Dentistry

Provide informed consent

Disqualifiers

Dental students who do not have previous experience with caries detection (such as first year dental students)

Residents that do not have frequent exposure to caries detection, such as orthodontic, periodontic, oral surgery graduate residents.

Trial design

Design model

Crossover

Treatments tested in this trial

  • Review of Radiograph Images

    Other intervention

    Participants will be asked to attend two visits and view a randomized series of dental radiographs (10 at each visit). Participants will answer a set of questions for each image reviewed. Some of the radiographs will have an Artificial Intelligence enhancement and some will not. Participants will be asked to return within about one week of the first visit to view the second set of x-rays and answer the survey questions.

Treatment groups

60 Participants
are divided into 2 treatment groups
Group A: Early Learners - Dental studentsOther 1 intervention
Group B: Late Learners - Dental resident or junior facultyOther 1 intervention

Trial outcomes

Primary outcomes

1

Lesion severity

Levels for this outcome will be sound, outer enamel, inner enamel/outer dentin, inner dentin.

Time frame
approximately 1 week (2 sessions)
2

Diagnostic accuracy

Time frame
Approximately 1 week (2 sessions)
3

Specificity

Time frame
Approximately 1 week (2 sessions)
4

Overall sensitivity

Time frame
Approximately 1 week (2 sessions)

Secondary outcomes

1

Intervention

(levels for this outcome will be none, non-restorative, restorative)

Time frame
approximately 1 week (2 sessions)

Other outcomes

Sponsors and contacts

Click on the lead sponsor to view all of their trials.

University of Michigan

Lead sponsor

Delta Dental Plan of Michigan

Collaborator