AIMC Topic: Esthetics, Dental
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Assessing the impact of occlusal plane rotation on facial aesthetics in orthodontic treatment: a machine learning approach.
BMC oral health
Jan 6, 2024
BACKGROUND: Adequate occlusal plane (OP) rotation through orthodontic therapy enables satisfying profile improvements for patients who are disturbed by their maxillomandibular imbalance but reluctant to surgery. The study aims to quantify profile imp...
Facial profile evaluation and prediction of skeletal class II patients during camouflage extraction treatment: a pilot study.
Head & face medicine
Dec 4, 2023
BACKGROUND: The evaluation of the facial profile of skeletal Class II patients with camouflage treatment is of great importance for patients and orthodontists. The aim of this study is to explore the key factors in evaluating the facial profile esthe...
Machine learning model to predict the width of maxillary central incisor from anthropological measurements.
Journal of prosthodontic research
Oct 18, 2023
PURPOSE: To improve smile esthetics, clinicians should comprehensively analyze the face and ensure that the sizes selected for the maxillary anterior teeth are compatible with the available anthropological measurements. The inter commissural (ICW), i...
Revealing the representative facial traits of different sagittal skeletal types: decipher what artificial intelligence can see by Grad-CAM.
Journal of dentistry
Sep 17, 2023
OBJECTIVES: Aesthetic improvement is a significant concern in dental therapy. While orthodontic treatment primarily targets hard tissue, the impact on soft tissue and the extent of these changes remains empirical. This study aims to unveil the intric...
XGBoost-aided prediction of lip prominence based on hard-tissue measurements and demographic characteristics in an Asian population.
American journal of orthodontics and dentofacial orthopedics : official publication of the American Association of Orthodontists, its constituent societies, and the American Board of Orthodontics
Mar 21, 2023
INTRODUCTION: Prediction of lip prominence based on hard-tissue measurements could be helpful in orthodontic treatment planning and has been challenging and formidable thus far.
Construction of an end-to-end regression neural network for the determination of a quantitative index sagittal root inclination.
Journal of periodontology
Mar 16, 2022
BACKGROUND: Immediate implant placement in the esthetic area requires comprehensive assessments with nearly 30 quantitative indexes. Most artificial intelligence (AI)-driven measurements of quantitative indexes depend on segmentation or landmark dete...
Artificial intelligence in orthodontics: Where are we now? A scoping review.
Orthodontics & craniofacial research
Aug 2, 2021
OBJECTIVE: This scoping review aims to determine the applications of Artificial Intelligence (AI) that are extensively employed in the field of Orthodontics, to evaluate its benefits, and to discuss its potential implications in this speciality. Rece...
Quantitating the art and science of esthetic clinical success.
Journal of the World federation of orthodontists
Apr 28, 2021
BACKGROUND: Beginning with the biobehavioral bases of esthetic experiences, this article presents a quantitative analytic review of the motives and methods of providers and consumers of orthodontic treatment.
Submandibular gland excision: From external surgery to robotic intraoral and extraoral approaches.
Oral diseases
Apr 20, 2020
Submandibular gland excision is generally performed through a transcervical approach, a safe procedure that, however, carries few neurological, functional and aesthetic drawbacks. Intraoral approach to the submandibular gland has been described many ...
Comparison of deep learning models for facial attractiveness assessment on 3D photos.
Journal of dentistry
Jun 1, 2025
OBJECTIVES: Convolutional neural networks (CNNs) have demonstrated remarkable success in orthodontics. This study aimed to evaluate the accuracy and precision of several prominent CNN models for evaluating the facial attractiveness in Chinese orthodo...
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