Publications

MetaDent: Labeling Clinical Images for Vision-Language Models in Dentistry.
Meng-Xun Li, Wen-Hui Deng, Zhi-Xing Wu, Chun-Xiao Jin, Jia-Min Wu, Yue Han, James Kit Hon Tsoi, Gui-Song Xia, Cui Huang;
Journal of Dental Research (2026)
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Intensity Field Decomposition for Tissue-Guided Neural Tomography.
Meng-Xun Li, Jin-Gang Yu, Yuan Gao, Cui Huang, Gui-Song Xia;
arXiv preprint arXiv:2411.00900 (2024)
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High-Fidelity 3D Imaging of Dental Scenes Using Gaussian Splatting.
C-X Jin, M-X Li, H Yu, Y Gao, Y-P Guo, G-S Xia, C Huang;
Journal of Dental Research (2025)
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Temporomandibular joint segmentation in MRI images using deep learning.
Mengxun Li, Kumaradevan Punithakumar, Paul W Major, Lawrence H Le, Kim-Cuong T Nguyen, Camila Pacheco-Pereira, Neelambar R Kaipatur, Brian Nebbe, Jacob L Jaremko, Fabiana T Almeida;
Journal of Dentistry (2022)
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Application of deep learning in isolated tooth identification.
Meng-Xun Li, Zhi-Wei Wang, Xin-Ran Chen, Gui-Song Xia, Yong Zheng, Cui Huang, Zhi Li;
BMC Oral Health (2024)
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Automated integration of facial and intra-oral images of anterior teeth.
Mengxun Li, Xiangyang Xu, Kumaradevan Punithakumar, Lawrence H. Le, Neelambar Kaipatur, Bin Shi;
Computers in Biology and Medicine (2020)
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Periodontal Measurement Accuracy and Reliability Using Intraoral Ultrasound.
J. Wang, K.C.T. Nguyen, L. Graf-Alexiou, T.H. Hoang, L. Kumaralingam, M. Li, T.G. La, N.R. Kaipatur, E.H.M. Lou, P.W. Major, L.H. Le;
Journal of Dental Research (2026)
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Classification and treatment strategies for condylar fractures in children.
Meng-Xun Li, Xin Xing, Zu-Bing Li, Zhi Li;
British Journal of Oral and Maxillofacial Surgery (2020)
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Three-dimensional periodontal investigations using a prototype handheld ultrasound scanner with spatial positioning reading sensor.
Radu Chifor, Mengxun Li, Kim-Cuong T Nguyen, Tudor Arsenescu, Ioana Chifor, Alexandru Florin Badea, Mindra Eugenia Badea, Mircea Hotoleanu, Paul W Major, Lawrence H Le;
Medical ultrasonography (2021)
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Automated Pediatric TMJ articular disk identification and displacement classification in MRI with machine learning.
Roxana Azma, Abhilash Hareendranathan, Mengxun Li, Phu Nguyen, Assefa Wahd, Jacob L. Jaremko, Fabiana T. Almeida;
Journal of Dentistry (2025)
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Effect of two-step mock-up methods on the trueness of complete-arch trial restorations: an in vitro study.
Chunxiao Jin, Weiwei Huang, Liya Ma, Yueli Zhou, Mengxun Li, Yake Wang, Cui Huang;
BMC Oral Health (2025)
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Influence of short-span scans on trueness in the digital transfer of the maxillomandibular relationship.
Chunxiao Jin, Jiakang Zhu, Mengxun Li, Liya Ma, Annikaer Anniwaer, Siyang Chen, Cui Huang;
Journal of Dentistry (2024)
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Localization of Cementoenamel Junction in Intraoral Ultrasonographs with Machine Learning.
Kim-Cuong T. Nguyen, Binh M. Le, Mengxun Li, Fabiana T. Almeida, Paul W. Major, Neelambar R. Kaipatur, Edmond H.M. Lou, Kumaradevan Punithakumar, Lawrence H. Le;
Journal of Dentistry (2021)
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Instrumental and visual evaluation of the color adjustment potential of a recently introduced single-shade composite resin versus multishade composite resins.
Jiakang Zhu, Yue Xu, Mengxun Li, Cui Huang;
Journal of Prosthetic Dentistry (2023)
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Accuracy of intraoral ultrasound to evaluate alveolar bone level: an ex vivo study in human cadavers.
Claudiu Corbea, Lawrence H Le, Neelambar R Kaipatur, Mengxun Li, Kim Cuong Nguyen, Giseon Heo, Carlos Alberto Figueredo, Paul W Major, Fabiana T Almeida;
Oral radiology (2024)
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