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Article: A Potential Field Method for Tooth Motion Planning in Orthodontic Treatment

TitleA Potential Field Method for Tooth Motion Planning in Orthodontic Treatment
Authors
KeywordsBiomedical Engineering
Motion Planning
Potential Field Method
Issue Date1-Jan-2025
PublisherInstitute of Electrical and Electronics Engineers
Citation
IEEE Transactions on Visualization and Computer Graphics, 2025 How to Cite?
Abstract

Invisible orthodontics, commonly known as clear alignment treatment, offers a more comfortable and aesthetically pleasing alternative in orthodontic care, attracting considerable attention in the dental community in recent years. It replaces conventional metal braces with a series of removable, and transparent aligners. Each aligner is crafted to facilitate a gradual adjustment of the teeth, ensuring progressive stages of dental correction. This necessitates the design for teeth motion. Here we present an automatic method and a system for generating collision-free teeth motion planning while avoiding gaps between adjacent teeth, which is unacceptable in clinical practice. To tackle this task, we formulate it as a constrained optimization problem and utilize the interior point method for its solution. We also developed an interactive system that enables dentists to easily visualize and edit the paths. Our method significantly speeds up the clear aligner planning process, creating the desired motion paths for a full set of teeth in under five minutes—a task that typically requires several hours of manual work. Our experiments and user studies confirm the effectiveness of this method in planning teeth movement, showcasing its potential to streamline orthodontic procedures.


Persistent Identifierhttp://hdl.handle.net/10722/361936
ISSN
2023 Impact Factor: 4.7
2023 SCImago Journal Rankings: 2.056

 

DC FieldValueLanguage
dc.contributor.authorLiu, Yumeng-
dc.contributor.authorMa, Yuexin-
dc.contributor.authorYang, Lei-
dc.contributor.authorZhang, Congyi-
dc.contributor.authorWei, Guangshun-
dc.contributor.authorChen, Runnan-
dc.contributor.authorGu, Min-
dc.contributor.authorPan, Jia-
dc.contributor.authorYang, Zhengbao-
dc.contributor.authorKomura, Taku-
dc.contributor.authorXin, Shiqing-
dc.contributor.authorZhou, Yuanfeng-
dc.contributor.authorTu, Changhe-
dc.contributor.authorWang, Wenping-
dc.date.accessioned2025-09-17T00:32:10Z-
dc.date.available2025-09-17T00:32:10Z-
dc.date.issued2025-01-01-
dc.identifier.citationIEEE Transactions on Visualization and Computer Graphics, 2025-
dc.identifier.issn1077-2626-
dc.identifier.urihttp://hdl.handle.net/10722/361936-
dc.description.abstract<p>Invisible orthodontics, commonly known as clear alignment treatment, offers a more comfortable and aesthetically pleasing alternative in orthodontic care, attracting considerable attention in the dental community in recent years. It replaces conventional metal braces with a series of removable, and transparent aligners. Each aligner is crafted to facilitate a gradual adjustment of the teeth, ensuring progressive stages of dental correction. This necessitates the design for teeth motion. Here we present an automatic method and a system for generating collision-free teeth motion planning while avoiding gaps between adjacent teeth, which is unacceptable in clinical practice. To tackle this task, we formulate it as a constrained optimization problem and utilize the interior point method for its solution. We also developed an interactive system that enables dentists to easily visualize and edit the paths. Our method significantly speeds up the clear aligner planning process, creating the desired motion paths for a full set of teeth in under five minutes—a task that typically requires several hours of manual work. Our experiments and user studies confirm the effectiveness of this method in planning teeth movement, showcasing its potential to streamline orthodontic procedures.</p>-
dc.languageeng-
dc.publisherInstitute of Electrical and Electronics Engineers-
dc.relation.ispartofIEEE Transactions on Visualization and Computer Graphics-
dc.subjectBiomedical Engineering-
dc.subjectMotion Planning-
dc.subjectPotential Field Method-
dc.titleA Potential Field Method for Tooth Motion Planning in Orthodontic Treatment-
dc.typeArticle-
dc.identifier.doi10.1109/TVCG.2025.3567299-
dc.identifier.scopuseid_2-s2.0-105006556036-
dc.identifier.eissn1941-0506-
dc.identifier.issnl1077-2626-

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