Clinical decision support systems in orthodontics: A narrative review of data science approaches.
artificial intelligence
decision support systems
machine learning
orthodontics
Journal
Orthodontics & craniofacial research
ISSN: 1601-6343
Titre abrégé: Orthod Craniofac Res
Pays: England
ID NLM: 101144387
Informations de publication
Date de publication:
Dec 2021
Dec 2021
Historique:
revised:
15
04
2021
received:
14
03
2021
accepted:
04
05
2021
pubmed:
12
5
2021
medline:
29
12
2021
entrez:
11
5
2021
Statut:
ppublish
Résumé
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.
Identifiants
pubmed: 33973362
doi: 10.1111/ocr.12492
pmc: PMC8988880
mid: NIHMS1793852
doi:
Types de publication
Journal Article
Review
Langues
eng
Sous-ensembles de citation
IM
Pagination
26-36Subventions
Organisme : NIDCR NIH HHS
ID : R01 DE024450
Pays : United States
Organisme : NIDCR NIH HHS
ID : R01DE024450
Pays : United States
Organisme : American Association of Orthodontists Foundation
Informations de copyright
© 2021 John Wiley & Sons A/S. Published by John Wiley & Sons Ltd.
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