Application of Artificial Intelligence in Orthodontics: Current State and Future Perspectives

被引:10
|
作者
Liu, Junqi [1 ]
Zhang, Chengfei [2 ]
Shan, Zhiyi [1 ]
机构
[1] Univ Hong Kong, Fac Dent, Div Paediat Dent & Orthodont, Hong Kong, Peoples R China
[2] Univ Hong Kong, Fac Dent, Div Restorat Dent Sci, Hong Kong, Peoples R China
关键词
artificial intelligence; orthodontics; machine learning; deep learning; CERVICAL VERTEBRAL MATURATION; CEPHALOMETRIC ANALYSIS; LANDMARK IDENTIFICATION; ADENOID HYPERTROPHY; TREATMENT NEED; NETWORK; BONE; ACCURACY; MALOCCLUSION; SYSTEM;
D O I
10.3390/healthcare11202760
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
In recent years, there has been the notable emergency of artificial intelligence (AI) as a transformative force in multiple domains, including orthodontics. This review aims to provide a comprehensive overview of the present state of AI applications in orthodontics, which can be categorized into the following domains: (1) diagnosis, including cephalometric analysis, dental analysis, facial analysis, skeletal-maturation-stage determination and upper-airway obstruction assessment; (2) treatment planning, including decision making for extractions and orthognathic surgery, and treatment outcome prediction; and (3) clinical practice, including practice guidance, remote care, and clinical documentation. We have witnessed a broadening of the application of AI in orthodontics, accompanied by advancements in its performance. Additionally, this review outlines the existing limitations within the field and offers future perspectives.
引用
收藏
页数:27
相关论文
共 50 条
  • [1] What is the current state of artificial intelligence applications in dentistry and orthodontics?
    Fawaz, Paul
    El Sayegh, Patrick
    Vannet, Bart Vande
    [J]. JOURNAL OF STOMATOLOGY ORAL AND MAXILLOFACIAL SURGERY, 2023, 124 (05)
  • [2] Current Status and Future Perspectives of Artificial Intelligence in Colonoscopy
    Kamitani, Yu
    Nonaka, Kouichi
    Isomoto, Hajime
    [J]. JOURNAL OF CLINICAL MEDICINE, 2022, 11 (10)
  • [3] Artificial intelligence in oncology: current applications and future perspectives
    Luchini, Claudio
    Pea, Antonio
    Scarpa, Aldo
    [J]. BRITISH JOURNAL OF CANCER, 2022, 126 (01) : 4 - 9
  • [4] Artificial intelligence in stroke imaging: Current and future perspectives
    Yedavalli, Vivek S.
    Tong, Elizabeth
    Martin, Dann
    Yeom, Kristen W.
    Forkert, Nils D.
    [J]. CLINICAL IMAGING, 2021, 69 : 246 - 254
  • [5] Current role and future perspectives of artificial intelligence in echocardiography
    Vidal-Perez, Rafael
    Grapsa, Julia
    Bouzas-Mosquera, Alberto
    Fontes-Carvalho, Ricardo
    Vazquez-Rodriguez, Jose Manuel
    [J]. WORLD JOURNAL OF CARDIOLOGY, 2023, 15 (06): : 284 - 292
  • [6] Artificial intelligence in neuropathology: Current status and future perspectives
    Vazhayil, Vikas
    [J]. INDIAN JOURNAL OF PATHOLOGY AND MICROBIOLOGY, 2022, 65 (05) : 226 - 229
  • [7] Artificial Intelligence in Urology Current Status and Future Perspectives
    Abid, Rayyan
    Hussein, Ahmed A.
    Guru, Khurshid A.
    [J]. UROLOGIC CLINICS OF NORTH AMERICA, 2024, 51 (01) : 117 - 130
  • [8] Artificial intelligence in oncology: current applications and future perspectives
    Claudio Luchini
    Antonio Pea
    Aldo Scarpa
    [J]. British Journal of Cancer, 2022, 126 : 4 - 9
  • [9] Artificial intelligence and colonoscopy: Current status and future perspectives
    Kudo, Shin-ei
    Mori, Yuichi
    Misawa, Masashi
    Takeda, Kenichi
    Kudo, Toyoki
    Itoh, Hayato
    Oda, Masahiro
    Mori, Kensaku
    [J]. DIGESTIVE ENDOSCOPY, 2019, 31 (04) : 363 - 371
  • [10] Artificial intelligence in dentistry: current applications and future perspectives
    Chen, Yo-Wei
    Stanley, Kyle
    Att, Wael
    [J]. QUINTESSENCE INTERNATIONAL, 2020, 51 (03): : 248 - 257