AI driven monitoring of orthodontic tooth movement using automated image analysis

Artificial intelligence (AI) driven automated image analysis accurately tracks orthodontic tooth movement by reducing reliance on time-consuming manual assessments. AI achieved 92% precision with a 0.25 mm error margin and a strong correlation (r = 0.94, p < 0.001) to manual measurements in a study of 100 patients. AI analysis took 3 seconds per image set, significantly faster than the 7-minute manual process (p < 0.001). Orthodontists rated AI reliability at 4.7/5, with 86% preferring AI-assisted monitoring. Thus, AI enhances treatment efficiency, standardization, and clinical decision-making.

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Publication Details

Journal
Bioinformation
Published
2025-02-28
DOI
https://doi.org/10.6026/973206300210173
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
0.00
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AI driven monitoring of orthodontic tooth movement using automated image analysis

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Dental Radiography and Imaging
article

AI driven monitoring of orthodontic tooth movement using automated image analysis

Pradeep Kawale, Snehal Bhalerao, Aameer Fazluddin Parkar, Seema Kapil Lahoti, Chetan Dilip Patil, Anshuj Ajay Rao Thetay
article en

Abstract

Artificial intelligence (AI) driven automated image analysis accurately tracks orthodontic tooth movement by reducing reliance on time-consuming manual assessments. AI achieved 92% precision with a 0.25 mm error margin and a strong correlation (r = 0.94, p < 0.001) to manual measurements in a study of 100 patients. AI analysis took 3 seconds per image set, significantly faster than the 7-minute manual process (p < 0.001). Orthodontists rated AI reliability at 4.7/5, with 86% preferring AI-assisted monitoring. Thus, AI enhances treatment efficiency, standardization, and clinical decision-making.

BioinformationVol. 21(2)
RKDF University (IN), Navodaya Dental College and Hospital (IN)
Openalex Percentile: Top 93%
Dental Radiography and Imaging
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