Identification method for dental alloy type using a cosine similarity program: A preliminary investigation.

Cosine similarity Cosine vector Dental alloy Micro-trace analysis Python program

Journal

Dental materials journal
ISSN: 1881-1361
Titre abrégé: Dent Mater J
Pays: Japan
ID NLM: 8309299

Informations de publication

Date de publication:
29 Sep 2023
Historique:
pubmed: 10 8 2023
medline: 10 8 2023
entrez: 9 8 2023
Statut: ppublish

Résumé

Although dental evidence is frequently used for the identification of unidentified persons, information about the many types of alloys used in prosthetics is not utilized. If the type of alloy can be identified from a small amount of material, the scope of the search could be narrowed. In this experiment, a method was investigated for identifying the alloy type using 3 kinds of cutting points (a white point and 2 types of silicone points). Wavelength-dispersive X-ray spectroscopy (WDS) was used for elemental analysis. The elements were translated into multidimensional vectors, and the cosine similarity was calculated to compare vectors of the WDS results and vectors of the official data of alloys. According to the results, cosine similarity showed a concordance of more than 0.8. The developed program is expected to be useful as a method for identifying alloy types using only a small amount of grinding dust.

Identifiants

pubmed: 37558424
doi: 10.4012/dmj.2023-068
doi:

Types de publication

Journal Article

Langues

eng

Pagination

723-731

Auteurs

Miki Hori (M)

Department of Dental Materials Science, School of Dentistry, Aichi Gakuin University.
Center for Advanced Oral Science, School of Dentistry, Aichi Gakuin University.

Yasuaki Uematsu (Y)

Department of Dental Materials Science, School of Dentistry, Aichi Gakuin University.

Akiko Kato (A)

Department of Oral Anatomy, School of Dentistry, Aichi Gakuin University.

Tadasuke Hori (T)

Center for Advanced Oral Science, School of Dentistry, Aichi Gakuin University.

Hironao Sekine (H)

Center for Advanced Oral Science, School of Dentistry, Aichi Gakuin University.

Yuzo Ohno (Y)

Department of Periodontology, School of Dentistry, Aichi Gakuin University.

Tatsushi Kawai (T)

Department of Dental Materials Science, School of Dentistry, Aichi Gakuin University.
Center for Advanced Oral Science, School of Dentistry, Aichi Gakuin University.

Classifications MeSH