[Advances in the application of multimodal image fusion technique in stomatology].

Q4 Medicine
T Y Ma, N Zhu, Y Zhang
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引用次数: 0

Abstract

Within the treatment process of modern stomatology, obtaining exquisite preoperative information is the key to accurate intraoperative planning with implementation and prognostic judgment. However, traditional single mode image has obvious shortcomings, such as "monotonous contents" and "unstable measurement accuracy", which could hardly meet the diversified needs of oral patients. Multimodal medical image fusion (MMIF) technique has been introduced into the studies of stomatology in the 1990s, aiming at realizing personalized patients' data analysis through multiple fusion algorithms, which combines the advantages of multimodal medical images while laying a stable foundation for new treatment technologies. Recently artificial intelligence (AI) has significantly increased the precision and efficiency of MMIF's registration: advanced algorithms and networks have confirmed the great compatibility between AI and MMIF. This article systematically reviews the development history of the multimodal image fusion technique and its current application in stomatology, while analyzing technological progresses within the domain combined with the background of AI's rapid development, in order to provide new ideas for achieving new advancements within the field of stomatology.

多模态图像融合技术在口腔医学中的应用进展
在现代口腔医学的治疗过程中,获得准确的术前信息是准确的术中计划、实施和预后判断的关键。但传统的单模图像存在“内容单一”、“测量精度不稳定”等明显缺点,难以满足口腔患者多样化的需求。多模态医学图像融合(MMIF)技术于20世纪90年代引入口腔医学研究,旨在通过多种融合算法实现患者数据的个性化分析,在融合了多模态医学图像优点的同时,为新的治疗技术奠定了稳定的基础。近年来,人工智能(AI)显著提高了MMIF配准的精度和效率:先进的算法和网络已经证实了AI与MMIF之间的巨大兼容性。本文系统回顾了多模态图像融合技术的发展历程及其在口腔医学中的应用现状,并结合人工智能快速发展的背景,分析了该领域内的技术进展,以期为口腔医学领域取得新进展提供新思路。
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来源期刊
中华口腔医学杂志
中华口腔医学杂志 Medicine-Medicine (all)
CiteScore
0.90
自引率
0.00%
发文量
9692
期刊介绍: Founded in August 1953, Chinese Journal of Stomatology is a monthly academic journal of stomatology published publicly at home and abroad, sponsored by the Chinese Medical Association and co-sponsored by the Chinese Stomatology Association. It mainly reports the leading scientific research results and clinical diagnosis and treatment experience in the field of oral medicine, as well as the basic theoretical research that has a guiding role in oral clinical practice and is closely combined with oral clinical practice. Chinese Journal of Over the years, Stomatology has been published in Medline, Scopus database, Toxicology Abstracts Database, Chemical Abstracts Database, American Cancer database, Russian Abstracts database, China Core Journal of Science and Technology, Peking University Core Journal, CSCD and other more than 20 important journals at home and abroad Physical medicine database and retrieval system included.
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