| 深度学习技术在口腔医学中的应用研究 |
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| 引用本文： | 谢理哲,樊瑜波.深度学习技术在口腔医学中的应用研究[J].口腔医学,2022,42(1):8-13. |
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| 作者姓名： | 谢理哲 樊瑜波 |
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| 作者单位： | 1 江苏省口腔疾病研究重点实验室,江苏省口腔转化医学工程研究中心,江苏南京(210029); 2 北京航空航天大学医工交叉创新研究院、医学科学与工程学院,生物力学与力学生物学教育部重点实验室,生物医学工程北京高精尖中心,北京(100083) |
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| 基金项目： | 国家自然科学基金(82101079)。 |
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| 摘 要： | 深度学习技术拥有强大的特征提取和学习能力,已被证明在人工智能领域的多个前沿方向具有巨大潜力并受到广泛关注.本文回顾了该技术的一般概念及其在口腔医学各领域的应用,包括影像预处理、辅助诊疗和术后评估等多个方面,探讨了深度学习技术背景下,口腔医学变革的新方向.深度学习技术有效结合了先进算法与专家经验,有望在将来解决口腔临床医...
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| 关 键 词： | 深度学习 口腔临床医学 应用研究 |
Study on the application of deep learning technology in stomatology |
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| XIE Lizhe,FAN Yubo.Study on the application of deep learning technology in stomatology[J].Stomatology,2022,42(1):8-13. |
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| Authors: | XIE Lizhe FAN Yubo |
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| Institution: | Jiangsu Province Key Laboratory of Oral Diseases; Jiangsu Province Engineering Research Center of Stomatological Translational Medicine, Nanjing 210029, China |
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| Abstract: | Due to its strong ability of feature extraction and learning,deep learning has been proven to have significant potential in the field of artificial intelligence.We in this paper review the general concept of this technology and its application in various fields of stomatology,including image preprocessing,auxiliary diagnosis and treatment and postoperative evaluation,and explore the new direction of stomatology reform under the support of deep learning.By combining advanced algorithms and expert experience,deep learning is expected to solve challenging problems in clinical stomatology,offer clinicians intelligent auxiliary plan and support and provide new ideas for personalized diagnosis and treatment of oral diseases. |
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| Keywords: | deep learning stomatology application study |
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