Fourier transform infrared spectroscopy and machine learning for Porphyromonas gingivalis detection in oral bacteria.

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作者： Tomomi,Kaneda ^[1] ; Masahiro,Watanabe ^[2] ; Hidehiko,Honda ^[3] ; Masato,Yamamoto ^[3] ; Takae,Inagaki ^[1] ; Shouji,Hironaka ^[1]

作者单位： Department of Hygiene and Oral Health, Showa University School of Dentistry, 1-5-8, Hatanodai, Shinagawa-ku, Tokyo, 142-8555, Japan. ^[1] Department of Hygiene and Oral Health, Showa University School of Dentistry, 1-5-8, Hatanodai, Shinagawa-ku, Tokyo, 142-8555, Japan. kenrei@dent.showa-u.ac.jp. ^[2] Faculty of Arts and Sciences, Fujiyoshida, Showa University, 4562, Kami-yoshida, Fuji-yoshida-shi, Yamanashi, 403-0005, Japan. ^[3]

关键词 Porphyromonas gingivalis Fourier transform infrared spectroscopy (FTIR)Machine learning Periodontitis

主题词人类(Humans);龈紫单胞菌(Porphyromonas gingivalis);谱学, 傅里叶变换红外(Spectroscopy, Fourier Transform Infrared);牙周炎(Periodontitis);气体(Gases)

DOI 10.1007/s44211-023-00501-7

PMID 38374487

发布时间 2024-03-26

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