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| Name | Class |
|---|---|
| Delta Dental Plan of Michigan | UNKNOWN |
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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.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Early Learners - Dental students | Other |
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| Late Learners - Dental resident or junior faculty | Other |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Review of Radiograph Images | Other | 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. |
| Measure | Description | Time Frame |
|---|---|---|
| Lesion severity | Levels for this outcome will be sound, outer enamel, inner enamel/outer dentin, inner dentin. | approximately 1 week (2 sessions) |
| Diagnostic accuracy | Approximately 1 week (2 sessions) | |
| Specificity | Approximately 1 week (2 sessions) | |
| Overall sensitivity | Approximately 1 week (2 sessions) | |
| Sensitivity for outer enamel | Approximately 1 week (2 sessions) | |
| Sensitivity for inner enamel/outer dentin | Approximately 1 week (2 sessions) | |
| Sensitivity for inner dentin | Approximately 1 week (2 sessions) |
| Measure | Description | Time Frame |
|---|---|---|
| Intervention | (levels for this outcome will be none, non-restorative, restorative) | approximately 1 week (2 sessions) |
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Early learner Inclusion Criteria:
Late learner Inclusion Criteria:
Exclusion Criteria for participants:
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| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Carmen Boren, DDS, FAGD | Contact | 701-240-8191 | drcarmen@umich.edu |
| Name | Affiliation | Role |
|---|---|---|
| Margherita Fontana, DDS, PhD | University of Michigan | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| University of Michigan | Recruiting | Ann Arbor | Michigan | 48109 | United States |
Interested parties and contact the PI for potential collaboration
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| ID | Term |
|---|---|
| D003731 | Dental Caries |
| ID | Term |
|---|---|
| D017001 | Tooth Demineralization |
| D014076 | Tooth Diseases |
| D009057 | Stomatognathic Diseases |
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This proposed study is designed to compare a binary outcome (overall diagnostic accuracy, and surgical restorative intervention vs. non-surgical restorative/no intervention) between evaluations with AI and without AI. The comparisons are made separately for early learners and late learners.
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Radiographs will be selected from an ongoing longitudinal cohort study pool comprised of 1172 de-identified mixed dentition (up to the age of 12) images. Participants will view and diagnose a randomized set of x-rays in a clinical environment. There will be 30 early learners and 30 late learners enrolled.
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