Cargando…

Development and Validation of a Magnetic Resonance Imaging-Based Machine Learning Model for TMJ Pathologies

The purpose of this study was to propose a machine learning model and assess its ability to classify TMJ pathologies on magnetic resonance (MR) images. This retrospective cohort study included 214 TMJs from 107 patients with TMJ signs and symptoms. A radiomics platform was used to extract (Huiying M...

Descripción completa

Detalles Bibliográficos
Autores principales:	Orhan, Kaan, Driesen, Lukas, Shujaat, Sohaib, Jacobs, Reinhilde, Chai, Xiangfei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8277497/ https://www.ncbi.nlm.nih.gov/pubmed/34327235 http://dx.doi.org/10.1155/2021/6656773

Ejemplares similares

Incidental Findings in TMJ Imaging
por: Orhan, Kaan, et al.
Publicado: (2018)

Integration of imaging modalities in digital dental workflows - possibilities, limitations, and potential future developments
por: Shujaat, Sohaib, et al.
Publicado: (2021)

3D Morphology Analysis of TMJ Articular Eminence in Magnetic Resonance Imaging
por: Nascimento Falcão, Izabella, et al.
Publicado: (2017)

Three-Dimensional Pharyngeal Airway Space Changes Following Isolated Mandibular Advancement Surgery in 120 Patients: A 1-Year Follow-up Study
por: Shujaat, Sohaib, et al.
Publicado: (2022)

Trueness of cone-beam computed tomography-derived skull models fabricated by different technology-based three-dimensional printers
por: Wang, Xiaotong, et al.
Publicado: (2023)

Are medication-induced salivary changes the culprit of osteonecrosis of the jaw? A systematic review
por: Suryani, Isti Rahayu, et al.
Publicado: (2023)

Effect of platelet-rich and platelet-poor plasma on peri-implant innervation in dog mandibles
por: Song, Dandan, et al.
Publicado: (2019)

In vivo quantification of mandibular bone remodeling and vascular changes in a Wistar rat model: A novel HR-MRI and micro-CT fusion technique
por: Song, Dandan, et al.
Publicado: (2020)

The magnetic resonance imaging evaluation of condylar new bone remodeling after Yang’s TMJ arthroscopic surgery
por: Dong, Minjun, et al.
Publicado: (2021)

3D-printed porous Ti6Al4V scaffolds for long bone repair in animal models: a systematic review
por: Gu, Yifei, et al.
Publicado: (2022)

Comparison of T2 Weighted, Fat-Suppressed T2 Weighted, and Three-Dimensional (3D) Fast Imaging Employing Steady-State Acquisition (FIESTA-C) Sequences in the Temporomandibular Joint (TMJ) Evaluation
por: Aksoy, Secil, et al.
Publicado: (2021)

Validation of a novel method for canine eruption assessment in unilateral cleft lip and palate patients
por: Alqahtani, Khalid, et al.
Publicado: (2021)

Three‐dimensional quantification of the relationship between the upper first molar and maxillary sinus
por: Regnstrand, Tobias, et al.
Publicado: (2022)

CBCT for Diagnostics, Treatment Planning and Monitoring of Sinus Floor Elevation Procedures
por: Morgan, Nermin, et al.
Publicado: (2023)

Accuracy and reliability of 2-dimensional photography versus 3-dimensional soft tissue imaging
por: Ayaz, Irem, et al.
Publicado: (2020)

Diagnostic accuracy of CBCT versus intraoral imaging for assessment of peri‐implant bone defects
por: Song, Dandan, et al.
Publicado: (2021)

Evaluation of TMJ sound on the subject with TMJ disorder by Joint Vibration Analysis
por: Hwang, In-Taek, et al.
Publicado: (2009)

Magnetic resonance neurography of the head and neck: state of the art, anatomy, pathology and future perspectives
por: Van der Cruyssen, Fréderic, et al.
Publicado: (2021)

Image quality assessment of pre-processed and post-processed digital panoramic radiographs in paediatric patients with mixed dentition
por: Suryani, Isti Rahayu, et al.
Publicado: (2018)

TMJ imaging by CBCT: Current scenario
por: Krishnamoorthy, Bhuvana, et al.
Publicado: (2013)

Effect of platelet-rich and platelet-poor plasma on 3D bone-to-implant contact: a preclinical micro-CT study
por: Song, Dandan, et al.
Publicado: (2021)

Long-term survival of implant-based oral rehabilitation following maxillofacial reconstruction with vascularized bone flap
por: Ma, Hongyang, et al.
Publicado: (2022)

Assessing the Reliability of the OMERACT Juvenile Idiopathic Arthritis Magnetic Resonance Scoring System for Temporomandibular Joints (JAMRIS-TMJ)
por: Tolend, Mirkamal, et al.
Publicado: (2021)

CBCT in orthodontics: a systematic review on justification of CBCT in a paediatric population prior to orthodontic treatment
por: De Grauwe, Annelore, et al.
Publicado: (2019)

A logistic analysis prediction model of TMJ condylar erosion in patients with TMJ arthralgia
por: Emshoff, Rüdiger, et al.
Publicado: (2021)

Validation of a 3D CBCT-based protocol for the follow-up of mandibular condyle remodeling
por: Verhelst, Pieter-Jan, et al.
Publicado: (2020)

TMJ Dysfunction and Systemic Correlation
por: Fiorillo, Luca, et al.
Publicado: (2020)

Magnetic Resonance Imaging Evaluation of Closed-Mouth TMJ Disc-Condyle Relationship in a Population of Patients Seeking for Temporomandibular Disorders Advice
por: Tresoldi, Matteo, et al.
Publicado: (2021)

Adherence to Computer-Assisted Surgical Planning in 136 Maxillofacial Reconstructions
por: Ma, Hongyang, et al.
Publicado: (2021)

Performance of novice versus experienced surgeons for dental implant placement with freehand, static guided and dynamic navigation approaches
por: Wang, Xiaotong, et al.
Publicado: (2023)

Does clinical findings correlate with magnetic resonance imaging (MRI) findings in patients with temporomandibular joint (TMJ) pain? A cross sectional study
por: Koca, Cansu Gül, et al.
Publicado: (2020)

Digital subtraction radiography in TMJ imaging: A critique
por: Omami, Galal
Publicado: (2017)

Bilateral TMJ Involvement in Rheumatoid Arthritis
por: Ruparelia, Pritesh B., et al.
Publicado: (2014)

Spine and TMJ: A Pathophysiology Report
por: Fiorillo, Luca
Publicado: (2020)

TMJ Position in Symmetric Dentofacial Deformity
por: Ravelo, Victor, et al.
Publicado: (2022)

Infiltrating lipomatosis, an etiology for TMJ ankylosis?
por: Melethil, Alakananda, et al.
Publicado: (2022)

AAV gene therapy vectors in the TMJ
por: Brouxhon, Sabine M., et al.
Publicado: (2022)

Impact of the blooming artefact on dental implant dimensions in 13 cone-beam computed tomography devices
por: Wanderley, Victor Aquino, et al.
Publicado: (2021)

Morphological characteristics of coronoid process and revisiting definition of coronoid hyperplasia
por: Shujaat, Sohaib, et al.
Publicado: (2023)

Diagnostic accuracy and reliability of panoramic temporomandibular joint (TMJ) radiography to detect bony lesions in patients with TMJ osteoarthritis
por: Im, Yeong-Gwan, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_vbe6ue339umm3t183l4j3kmtjn