Collection of Training Data for LuminX Probe AI Models

Condition(s) studied

Investigational drug(s) / intervention(s)

LuminX Probe System: Intraoral optical scan of patient's mouth in order to collect optical imaging data from LuminX Probe

Study summary

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

Primary outcome measure(s)

• Dataset Completion - Successful acquisition of intraoral image dataset to allow AI training and validation — Day 1
  The same intervention and same images are collected from all study participants. In order to allow diversity of data, the protocol has pre-defined enrollment targets to achieve a minimum representation of demographic and clinical subgroups, including periodontal disease stages I-IV, age bands, sex, and race/ethnicity, in alignment with Good Machine Learning Practice (GMLP) principles.

Trial sites (3)