Synergy between artificial intelligence and precision medicine for computer-assisted oral and maxillofacial surgical planning

Shujaat, Sohaib; Riaz, Marryam; Jacobs, Reinhilde

doi:10.1007/s00784-022-04706-4

Cited by 21 publications

(4 citation statements)

References 75 publications

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“…Después de la selección de los 25 artículos para la revisión narrativa, esta información obtenida se ha clasificado en estudios de cohorte 20%, de revisión sistemática el 4%, estudio de cohorte transversal 20%, estudió observacional 4%, reporte de caso 8%, articulo original 36%, estudio comparativo 4%, ensayo clínico 4%, como se describe en la Figura 2. El proceso de búsqueda y selección de artículos científicos para la revisión sistemática de métodos de obtención de modelos de trabajo o estudio de niños con labio y paladar fisurado Después de la selección de los 25 artículos para la revisión narrativa, esta información obtenida se ha clasificado en estudios de cohorte (Azhari et al, 2021;Dalessandri et al, 2019;Pillai et al, 2021;Thurzo et al, 2022;Zarean et al, 2022), de revisión de literatura el 4% (Shujaat et al, 2022), estudio de cohorte transversal 20% (Burcu Nur Yılmaz et al, 2019;Fomenko et al, 2019;Passucci Ambrosio Eloá Cristina, 2021), estudió observacional 4% (Asquith & McIntyre, 2012), reporte de caso 8% (Jamayet et al, 2018;Krey K.F, 2018), articulo original 8% (Chalmers et al, 2016;El-Ashmawi et al, 2022;Martin et al, 2015;Okazaki et al, 2022;Patel et al, 2019;Ritschl et al, 2018;Salazar-Gamarra et al, 2016;Xepapadeas et al, 2020;Zeidan & Kamiloğlu, 2021), estudio comparativo 4% (Zhu et al, 2016), ensayo clínico 4%(R. R. Kalaskar & Kk, 2021).…”

Section: Resultsunclassified

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Métodos de obtención de modelos de trabajo o estudio de niños con labio y paladar fissurado: Una revisión sistemática

Ortega

Montiel²

2023

RSD

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Objetivo: El objetivo de este estudio fue conocer los diferentes métodos utilizados para la obtención de modelos de trabajo o estudio de niños con labio y paladar fisurado. Materiales y métodos: Se realizo una revisión sistemática encargada de recopilar información sobre métodos de obtención de modelos de trabajo o estudio de niños con labio y paladar fisurado, para lo cual, se efectuó una búsqueda electrónica en diversas bases de datos como PubMed, Taylor and Francis, Pesquisa, Web of Science, Proquest, Scopus, Springer, Epistemonikos, Google Académico y Ovid,, aplicando los filtros de inclusión y exclusión. Resultados: Se realizo un primer cribado dejando 180 artículos; luego de esta selección, se eliminó la bibliografía duplicada, quedando 145 artículos, posteriormente, se verificaron todos los registros y se excluyeron 21 estudios que no cumplieron con los criterios de selección, lo que resultó en 25 artículos adecuados para esta revisión sistemática. Conclusiones: A través del tiempo se han empleado diversos materiales y métodos para la obtención de modelos de estudio o trabajo en pacientes con labio y paladar fisurado con el fin de encontrar nuevas formas para el tratamiento, planificación e intervención de la misma condición; es así que, conocer cada uno de ellos facilitaría su aplicación con el objetivo de mejorar la calidad y calidez en la que se efectúa el tratamiento, además, es importante el desarrollo de tratamientos integrales con eficacia y eficiencia, mismos que sólo serán posibles con registros adecuados de cada paciente.

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Section: Resultsunclassified

“…Synergy between artificial intelligence and precision medicine for computer-assisted oral and maxillofacial surgical planning Shujaat, S. (2022) Investigar la aplicación de la inteligencia artificial (IA) en los flujos de trabajo de planificación quirúrgica asistida por computadora (CASP) maxilofacial con la discusión de las limitaciones y posibles direcciones futuras.…”

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Métodos de obtención de modelos de trabajo o estudio de niños con labio y paladar fissurado: Una revisión sistemática

Ortega

Montiel²

2023

RSD

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“…Through an extensive database and complex neural network computations, tasks that were once thought to require experience and time can be efficiently, objectively, and precisely accomplished by AI in the future [ 39 , 40 ]. By labeling and training on auxiliary examination data, AI can directly examine and diagnose diseases, such as dental caries [ 18 – 20 ], periodontal diseases [ 12 – 14 ], and malocclusions [ 41 , 42 ], using various sources like CT scans, intraoral scans, facial scans, and photographs.…”

Section: Discussionmentioning

confidence: 99%

Establishment of a 3D esthetic analysis workflow on 3D virtual patient and preliminary evaluation

Cheung,

Liu

et al. 2024

BMC Oral Health

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Background In esthetic dentistry, a thorough esthetic analysis holds significant role in both diagnosing diseases and designing treatment plans. This study established a 3D esthetic analysis workflow based on 3D facial and dental models, and aimed to provide an imperative foundation for the artificial intelligent 3D analysis in future esthetic dentistry. Methods The established 3D esthetic analysis workflow includes the following steps: 1) key point detection, 2) coordinate system redetermination and 3) esthetic parameter calculation. The accuracy and reproducibility of this established workflow were evaluated by a self-controlled experiment (n = 15) in which 2D esthetic analysis and direct measurement were taken as control. Measurement differences between 3D and 2D analysis were evaluated with paired t-tests. Results 3D esthetic analysis demonstrated high consistency and reliability (0.973 < ICC < 1.000). Compared with 2D measurements, the results from 3D esthetic measurements were closer to direct measurements regarding tooth-related esthetic parameters (P<0.05). Conclusions The 3D esthetic analysis workflow established for 3D virtual patients demonstrated a high level of consistency and reliability, better than 2D measurements in the precision of tooth-related parameter analysis. These findings indicate a highly promising outlook for achieving an objective, precise, and efficient esthetic analysis in the future, which is expected to result in a more streamlined and user-friendly digital design process. This study was registered with the Ethics Committee of Peking University School of Stomatology in September 2021 with the registration number PKUSSIRB-202168136.

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“…Digital treatment planning workflow refers to the incorporation of computer-controlled components and dental technologies for assisting a clinician with the planning process. This digitization of workflows in clinical dentistry has overcome the limitations associated with traditional methods by offering improved precision of dental procedures, time-efficiency, and a higher standard of patient care [88][89][90].…”

Section: Digital Workflow For Sfe Proceduresmentioning

confidence: 99%

CBCT for Diagnostics, Treatment Planning and Monitoring of Sinus Floor Elevation Procedures

Morgan

Meeus²,

Shujaat

et al. 2023

Diagnostics

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Sinus floor elevation (SFE) is a standard surgical technique used to compensate for alveolar bone resorption in the posterior maxilla. Such a surgical procedure requires radiographic imaging pre- and postoperatively for diagnosis, treatment planning, and outcome assessment. Cone beam computed tomography (CBCT) has become a well-established imaging modality in the dentomaxillofacial region. The following narrative review is aimed to provide clinicians with an overview of the role of three-dimensional (3D) CBCT imaging for diagnostics, treatment planning, and postoperative monitoring of SFE procedures. CBCT imaging prior to SFE provides surgeons with a more detailed view of the surgical site, allows for the detection of potential pathologies three-dimensionally, and helps to virtually plan the procedure more precisely while reducing patient morbidity. In addition, it serves as a useful follow-up tool for assessing sinus and bone graft changes. Meanwhile, using CBCT imaging has to be standardized and justified based on the recognized diagnostic imaging guidelines, taking into account both the technical and clinical considerations. Future studies are recommended to incorporate artificial intelligence-based solutions for automating and standardizing the diagnostic and decision-making process in the context of SFE procedures to further improve the standards of patient care.

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Synergy between artificial intelligence and precision medicine for computer-assisted oral and maxillofacial surgical planning

Cited by 21 publications

References 75 publications

Métodos de obtención de modelos de trabajo o estudio de niños con labio y paladar fissurado: Una revisión sistemática

Métodos de obtención de modelos de trabajo o estudio de niños con labio y paladar fissurado: Una revisión sistemática

Establishment of a 3D esthetic analysis workflow on 3D virtual patient and preliminary evaluation

CBCT for Diagnostics, Treatment Planning and Monitoring of Sinus Floor Elevation Procedures

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