Microbial Dental Plaque Analysis in Young Permanent Teeth Using Deep Learning

NACompletedINTERVENTIONAL
Enrollment

31

Participants

Timeline

Start Date

June 1, 2023

Primary Completion Date

November 1, 2023

Study Completion Date

November 1, 2023

Conditions
Dental Plaque (Diagnosis)Deep Learning
Interventions
DIAGNOSTIC_TEST

The Difference Between The AI Model and Dentists Group

The clinical feasibility of the best performing model, statistical hypothesis tests are performed that compares the predictions of the AI model with the assessments from three dentists.

DIAGNOSTIC_TEST

Deep Learning Models

DeepLabV3+, Mask R-CNN (Detectron2), YOLOv8, U-Net, Super Vision U-net and U-Net Transformer were trained on 354 images and tested on 79 images.

Trial Locations (1)

Unknown

Banu Çiçek Tez, Istanbul

All Listed Sponsors
lead

Ankara Medipol University

OTHER

NCT06603233 - Microbial Dental Plaque Analysis in Young Permanent Teeth Using Deep Learning | Biotech Hunter | Biotech Hunter