Automated machine learning for image-based detection of dental plaque on permanent teeth

This study demonstrated the potential of Vertex AI AutoML for non-invasive detection of dental plaque. While the two-class model showed promise for clinical use, further studies with larger datasets are recommended to enhance model generalization and real-world applicability.

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Publication Details

Journal
Frontiers in Dental Medicine
Published
2024-11-28
DOI
https://doi.org/10.3389/fdmed.2024.1507705
Citations
7
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
3.45
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article

Automated machine learning for image-based detection of dental plaque on permanent teeth

Teerachate Nantakeeratipat, Natchapon Apisaksirikul, Boonyaon Boonrojsaree, Sirapob Boonkijkullatat et al.
7 citations
Frontiers in Dental Medicine
Dental Radiography and Imaging
3.45
article

Automated machine learning for image-based detection of dental plaque on permanent teeth

Teerachate Nantakeeratipat, Natchapon Apisaksirikul, Boonyaon Boonrojsaree, Sirapob Boonkijkullatat, Arida Simaphichet
article en
7 citations

Abstract

This study demonstrated the potential of Vertex AI AutoML for non-invasive detection of dental plaque. While the two-class model showed promise for clinical use, further studies with larger datasets are recommended to enhance model generalization and real-world applicability.

Frontiers in Dental MedicineVol. 5
Srinakharinwirot University (TH)
Openalex Percentile: Top 7%
Dental Radiography and Imaging
3.45
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Automated machine learning for image-based detection of dental plaque on permanent teeth — Teerachate Nantakeeratipat, Natchapon Apisaksirikul, et al. · Frontiers in Dental Medicine (2024) | TGRS Research Map | TGRS