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Collection of Training Data for LuminX Probe AI Models

Active Not RecruitingNA

Sponsor: LuminX

Conditions: Data Collection for AI Training of Dental Prob

Interventions: LuminX Probe System

Countries: United States

The purpose of this study is to prospectively collect fit-for-purpose, representative intraoral optical data using the LuminX Probe system to support development and validation of AI-enabled LuminX Probe software functions (AI-DSF). The collected data will be used for model training, validation, and future performance monitoring, in alignment with Good Machine Learning Practice (GMLP) principles.

Eligibility overview

Sex: ALL

Age: 18 Years to —

Healthy volunteers: Yes

Study type: INTERVENTIONAL

Eligibility criteria

Inclusion Criteria:

1. Signed Informed consent.
2. Age ≥18 years.
3. Periodontal condition ranging from health/gingivitis to periodontitis (Stage I-IV).

Exclusion Criteria:

1. Participation in another study within 30 days that may interfere with data collection.
2. Pregnant or lactating women.
3. Recent tooth extraction or implant removal (less than 4 weeks pre-procedure)
4. Recent periodontal surgery (less than 4 weeks pre-procedure).
5. Currently undergoing chemotherapy, radiotherapy to the head/neck, or immunosuppressive therapy.

Locations (3)

Beverly Hills, California, United States
Tampa, Florida, United States
Knoxville, Tennessee, United States