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Clinical decision support systems in orthodontics: A narrative review of data science approaches.
Al Turkestani, Najla; Bianchi, Jonas; Deleat-Besson, Romain; Le, Celia; Tengfei, Li; Prieto, Juan Carlos; Gurgel, Marcela; Ruellas, Antonio C O; Massaro, Camila; Aliaga Del Castillo, Aron; Evangelista, Karine; Yatabe, Marilia; Benavides, Erika; Soki, Fabiana; Zhang, Winston; Najarian, Kayvan; Gryak, Jonathan; Styner, Martin; Fillion-Robin, Jean-Christophe; Paniagua, Beatriz; Soroushmehr, Reza; Cevidanes, Lucia H S.
Afiliação
  • Al Turkestani N; Department of Orthodontics and Pediatric Dentistry, University of Michigan School of Dentistry, Ann Arbor, MI, USA.
  • Bianchi J; Department of Restorative and Aesthetic Dentistry, Faculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia.
  • Deleat-Besson R; Department of Orthodontics and Pediatric Dentistry, University of Michigan School of Dentistry, Ann Arbor, MI, USA.
  • Le C; Department of Orthodontics, Arthur A. Dugoni School of Dentistry, University of the Pacific, San Francisco, CA, USA.
  • Tengfei L; Department of Orthodontics and Pediatric Dentistry, University of Michigan School of Dentistry, Ann Arbor, MI, USA.
  • Prieto JC; Department of Orthodontics and Pediatric Dentistry, University of Michigan School of Dentistry, Ann Arbor, MI, USA.
  • Gurgel M; Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA.
  • Ruellas ACO; Department of Psychiatry, University of North Carolina, Chapel Hill, NC, USA.
  • Massaro C; Department of Orthodontics and Pediatric Dentistry, University of Michigan School of Dentistry, Ann Arbor, MI, USA.
  • Aliaga Del Castillo A; Department of Orthodontics and Pediatric Dentistry, University of Michigan School of Dentistry, Ann Arbor, MI, USA.
  • Evangelista K; Department of Orthodontics, School of Dentistry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil.
  • Yatabe M; Department of Orthodontics and Pediatric Dentistry, University of Michigan School of Dentistry, Ann Arbor, MI, USA.
  • Benavides E; Department of Orthodontics, Bauru Dental School, University of São Paulo, São Paulo, Brazil.
  • Soki F; Department of Orthodontics and Pediatric Dentistry, University of Michigan School of Dentistry, Ann Arbor, MI, USA.
  • Zhang W; Department of Orthodontics, Bauru Dental School, University of São Paulo, São Paulo, Brazil.
  • Najarian K; Department of Orthodontics and Pediatric Dentistry, University of Michigan School of Dentistry, Ann Arbor, MI, USA.
  • Gryak J; Department of Orthodontics, School of Dentistry, University of Goias, Goiania, Brazil.
  • Styner M; Department of Orthodontics and Pediatric Dentistry, University of Michigan School of Dentistry, Ann Arbor, MI, USA.
  • Fillion-Robin JC; Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, MI, USA.
  • Paniagua B; Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, MI, USA.
  • Soroushmehr R; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.
  • Cevidanes LHS; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.
Orthod Craniofac Res ; 24 Suppl 2: 26-36, 2021 Dec.
Article em En | MEDLINE | ID: mdl-33973362
Advancements in technology and data collection generated immense amounts of information from various sources such as health records, clinical examination, imaging, medical devices, as well as experimental and biological data. Proper management and analysis of these data via high-end computing solutions, artificial intelligence and machine learning approaches can assist in extracting meaningful information that enhances population health and well-being. Furthermore, the extracted knowledge can provide new avenues for modern healthcare delivery via clinical decision support systems. This manuscript presents a narrative review of data science approaches for clinical decision support systems in orthodontics. We describe the fundamental components of data science approaches including (a) Data collection, storage and management; (b) Data processing; (c) In-depth data analysis; and (d) Data communication. Then, we introduce a web-based data management platform, the Data Storage for Computation and Integration, for temporomandibular joint and dental clinical decision support systems.
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Ortodontia / Sistemas de Apoio a Decisões Clínicas Idioma: En Ano de publicação: 2021 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Ortodontia / Sistemas de Apoio a Decisões Clínicas Idioma: En Ano de publicação: 2021 Tipo de documento: Article