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Application of artificial intelligence in the dental field : A literature review
https://tokushima-u.repo.nii.ac.jp/records/2009985
https://tokushima-u.repo.nii.ac.jp/records/20099859edf830c-99bc-4412-bd22-2412dbd1670c
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
jpor_66_1_19.pdf (742 KB)
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| Item type | 文献 / Documents(1) | |||||||||||||||||||||||||||||
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| 公開日 | 2022-06-15 | |||||||||||||||||||||||||||||
| アクセス権 | ||||||||||||||||||||||||||||||
| アクセス権 | open access | |||||||||||||||||||||||||||||
| 資源タイプ | ||||||||||||||||||||||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||||||||||||||||||
| 資源タイプ | journal article | |||||||||||||||||||||||||||||
| 出版社版DOI | ||||||||||||||||||||||||||||||
| 関連識別子 | https://doi.org/10.2186/jpr.JPR_D_20_00139 | |||||||||||||||||||||||||||||
| 関連名称 | 10.2186/jpr.JPR_D_20_00139 | |||||||||||||||||||||||||||||
| 出版タイプ | ||||||||||||||||||||||||||||||
| 出版タイプ | VoR | |||||||||||||||||||||||||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||||||||||||||||||||
| タイトル | ||||||||||||||||||||||||||||||
| タイトル | Application of artificial intelligence in the dental field : A literature review | |||||||||||||||||||||||||||||
| 著者 |
岸本, 卓大
× 岸本, 卓大
WEKO
1163
× 後藤, 崇晴
WEKO
570
× 松田, 岳× 岩脇, 有軌
WEKO
835
× 市川, 哲雄
WEKO
1652
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| 抄録 | ||||||||||||||||||||||||||||||
| 内容記述 | Purpose: The purpose of this study was to comprehensively review the literature regarding the application of artificial intelligence (AI) in the dental field, focusing on the evaluation criteria and architecture types. Study selection: Electronic databases (PubMed, Cochrane Library, Scopus) were searched. Full-text articles describing the clinical application of AI for the detection, diagnosis, and treatment of lesions and the AI method/architecture were included. Results: The primary search presented 422 studies from 1996 to 2019, and 58 studies were finally selected. Regarding the year of publication, the oldest study, which was reported in 1996, focused on “oral and maxillofacial surgery.” Machine-learning architectures were employed in the selected studies, while approximately half of them (29/58) employed neural networks. Regarding the evaluation criteria, eight studies compared the results obtained by AI with the diagnoses formulated by dentists, while several studies compared two or more architectures in terms of performance. The following parameters were employed for evaluating the AI performance: accuracy, sensitivity, specificity, mean absolute error, root mean squared error, and area under the receiver operating characteristic curve. Conclusion: Application of AI in the dental field has progressed; however, the criteria for evaluating the efficacy of AI have not been clarified. It is necessary to obtain better quality data for machine learning to achieve the effective diagnosis of lesions and suitable treatment planning. |
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| キーワード | ||||||||||||||||||||||||||||||
| 主題 | Artificial intelligence | |||||||||||||||||||||||||||||
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| 主題 | Data mining | |||||||||||||||||||||||||||||
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| 主題 | Machine learning | |||||||||||||||||||||||||||||
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| 主題 | Neural Networks | |||||||||||||||||||||||||||||
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| 主題 | Dental field | |||||||||||||||||||||||||||||
| 書誌情報 |
en : Journal of Prosthodontic Research 巻 66, 号 1, p. 19-28, 発行日 2021-01-14 |
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| 収録物ID | ||||||||||||||||||||||||||||||
| 収録物識別子タイプ | ISSN | |||||||||||||||||||||||||||||
| 収録物識別子 | 18839207 | |||||||||||||||||||||||||||||
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| 収録物識別子タイプ | ISSN | |||||||||||||||||||||||||||||
| 収録物識別子 | 18831958 | |||||||||||||||||||||||||||||
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| 収録物識別子タイプ | NCID | |||||||||||||||||||||||||||||
| 収録物識別子 | AA12395171 | |||||||||||||||||||||||||||||
| 出版者 | ||||||||||||||||||||||||||||||
| 出版者 | Japan Prosthodontic Society | |||||||||||||||||||||||||||||
| 権利情報 | ||||||||||||||||||||||||||||||
| 権利情報 | This is an open-access article distributed under the terms of Creative Commons Attribution-NonCommercial License 4.0 (CC BY-NC 4.0) (https://creativecommons.org/licenses/by-nc/4.0/deed.en), which allows users to distribute and copy the material in any format as long as credit is given to the Japan Prosthodontic Society. It should be noted however, that the material cannot be used for commercial purposes. | |||||||||||||||||||||||||||||
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| 識別子 | 378617 | |||||||||||||||||||||||||||||
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| 言語 | eng | |||||||||||||||||||||||||||||
