Cargando…

Accuracy of one-step automated orthodontic diagnosis model using a convolutional neural network and lateral cephalogram images with different qualities obtained from nationwide multi-hospitals

OBJECTIVE: The purpose of this study was to investigate the accuracy of one-step automated orthodontic diagnosis of skeletodental discrepancies using a convolutional neural network (CNN) and lateral cephalogram images with different qualities from nationwide multi-hospitals. METHODS: Among 2,174 lat...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yim, Sunjin, Kim, Sungchul, Kim, Inhwan, Park, Jae-Woo, Cho, Jin-Hyoung, Hong, Mihee, Kang, Kyung-Hwa, Kim, Minji, Kim, Su-Jung, Kim, Yoon-Ji, Kim, Young Ho, Lim, Sung-Hoon, Sung, Sang Jin, Kim, Namkug, Baek, Seung-Hak
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Korean Association of Orthodontists 2022
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8770967/ https://www.ncbi.nlm.nih.gov/pubmed/35046138 http://dx.doi.org/10.4041/kjod.2022.52.1.3

Ejemplares similares

Accuracy of artificial intelligence-assisted landmark identification in serial lateral cephalograms of Class III patients who underwent orthodontic treatment and two-jaw orthognathic surgery
por: Hong, Mihee, et al.
Publicado: (2022)

The prediction of sagittal chin point relapse following two-jaw surgery using machine learning
por: Kim, Young Ho, et al.
Publicado: (2023)

Fully automated condyle segmentation using 3D convolutional neural networks
por: Jha, Nayansi, et al.
Publicado: (2022)

Comparing intra-observer variation and external variations of a fully automated cephalometric analysis with a cascade convolutional neural net
por: Kim, In-Hwan, et al.
Publicado: (2021)

Screening obstructive sleep apnea patients via deep learning of knowledge distillation in the lateral cephalogram
por: Kim, Min-Jung, et al.
Publicado: (2023)

Correlation between skeletal and dental changes after mandibular setback surgery-first orthodontic treatment: Cone-beam computed tomography-generated half-cephalograms
por: Rhee, Chang-Hoon, et al.
Publicado: (2015)

Comparison of one-jaw and two-jaw orthognathic surgery in patients with skeletal Class III malocclusion using data from 10 multi-centers in Korea: Part I. Demographic and skeletodental characteristics
por: Lim, Seung-Weon, et al.
Publicado: (2022)

Estimating Cervical Vertebral Maturation with a Lateral Cephalogram Using the Convolutional Neural Network
por: Kim, Eun-Gyeong, et al.
Publicado: (2021)

Effects of the long-term use of maxillary protraction facemasks with skeletal anchorage on pharyngeal airway dimensions in growing patients with cleft lip and palate
por: Kim, Jung-Eun, et al.
Publicado: (2020)

Effectiveness of transfer learning for enhancing tumor classification with a convolutional neural network on frozen sections
por: Kim, Young-Gon, et al.
Publicado: (2020)

Reproducibility of abnormality detection on chest radiographs using convolutional neural network in paired radiographs obtained within a short-term interval
por: Cho, Yongwon, et al.
Publicado: (2020)

The Improvement and Completion of Outcome index: A new assessment system for quality of orthodontic treatment
por: Hong, Mihee, et al.
Publicado: (2016)

Distribution, side involvement, phenotype and associated anomalies of Korean patients with craniofacial clefts from single university hospital-based data obtained during 1998–2018
por: Chung, Jee Hyeok, et al.
Publicado: (2020)

Comparison of conventional lateral cephalograms with corresponding CBCT radiographs
por: Park, Chang-Seo, et al.
Publicado: (2012)

Reliability of Photogrammetric Landmarks to the Conventional Cephalogram for Analyzing Soft-Tissue Landmarks in Orthodontics
por: Jaiswal, Pragya, et al.
Publicado: (2021)

Author Correction: Realistic high-resolution lateral cephalometric radiography generated by progressive growing generative adversarial network and quality evaluations
por: Kim, Mingyu, et al.
Publicado: (2021)

Realistic high-resolution lateral cephalometric radiography generated by progressive growing generative adversarial network and quality evaluations
por: Kim, Mingyu, et al.
Publicado: (2021)

Word2vec convolutional neural networks for classification of news articles and tweets
por: Jang, Beakcheol, et al.
Publicado: (2019)

Benefits of lateral cephalogram during landmark identification on posteroanterior cephalograms
por: Hwang, Sel-Ae, et al.
Publicado: (2019)

Correlation analysis of gingival recession after orthodontic treatment in the anterior region: an evaluation of soft and hard tissues
por: Lee, Jong-Bin, et al.
Publicado: (2020)

Effectiveness of cone-beam computed tomography-generated cephalograms using artificial intelligence cephalometric analysis
por: Chung, Eun-Ji, et al.
Publicado: (2022)

Treatment modalities for Korean patients with unilateral hemifacial microsomia according to Pruzansky–Kaban types and growth stages
por: Yang, Il-Hyung, et al.
Publicado: (2020)

Precision of orthodontic cephalometric measurements on ultra low dose-low dose CBCT reconstructed cephalograms
por: van Bunningen, R. H., et al.
Publicado: (2021)

The Effects of Orthodontic Brackets on the Time and Accuracy of Digital Impression Taking
por: Heo, Hyojin, et al.
Publicado: (2021)

Part II. What drives Korean adults to seek orthodontic treatment: Factors contributing to orthodontic treatment decisions
por: Oh, Min-Hee, et al.
Publicado: (2021)

Distribution and phenotypes of hemifacial microsomia and its association with other anomalies
por: Yang, Il-Hyung, et al.
Publicado: (2020)

Age and sex subgroups vulnerable to copycat suicide: evaluation of nationwide data in South Korea
por: Yi, Hahn, et al.
Publicado: (2019)

Role of the tonsil–oropharynx ratio on lateral cephalograms in assessing tonsillar hypertrophy in children seeking orthodontic treatment
por: Lv, Chenxing, et al.
Publicado: (2023)

Accuracy of three-dimensional cephalograms generated using a biplanar imaging system
por: Park, Ha-Yeon, et al.
Publicado: (2018)

Deep learning based prediction of necessity for orthognathic surgery of skeletal malocclusion using cephalogram in Korean individuals
por: Shin, WooSang, et al.
Publicado: (2021)

Evaluation of Tumor Angiogenesis with a Second-Generation US Contrast Medium in a Rat Breast Tumor Model
por: Ko, Eun Young, et al.
Publicado: (2008)

Orthodontic and orthopedic treatment for a growing patient with Tessier number 0 cleft
por: Baek, Seung-Hak, et al.
Publicado: (2018)

Utilizing patient-specific 3D printed kidney surgical guide with realistic phantom for partial nephrectomy
por: Ock, Junhyeok, et al.
Publicado: (2023)

Part I. What drives Korean adults to seek orthodontic treatment: Reliability and validity of a measurement instrument for the perception of orthodontic treatment
por: Oh, Min-Hee, et al.
Publicado: (2020)

Landmark annotation and mandibular lateral deviation analysis of posteroanterior cephalograms using a convolutional neural network
por: Takeda, Saori, et al.
Publicado: (2021)

Efficient Segmentation for Left Atrium With Convolution Neural Network Based on Active Learning in Late Gadolinium Enhancement Magnetic Resonance Imaging
por: Cho, Yongwon, et al.
Publicado: (2022)

Aerodynamic characteristics in upper airways among orthodontic patients and its association with adenoid nasopharyngeal ratios in lateral cephalograms
por: Feng, Xin, et al.
Publicado: (2021)

Characterization of dental phenotypes and treatment modalities in Korean patients with Parry–Romberg syndrome
por: Yim, Sunjin, et al.
Publicado: (2020)

Five-year investigation of a large orthodontic patient population at a dental hospital in South Korea
por: Piao, Yongxu, et al.
Publicado: (2016)

Teeth discoloration during orthodontic treatment
por: Baik, Un-Bong, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_q3e6ooms148hmfrmmu5tjf6ec6