2D Facial Analysis Performed by a Human Operator Versus an Artificial Intelligence Software

Muñoz, G; Brito, L; de Moraes, M; Olate, S

Keywords: artificial intelligence, facial analysis, clinical photography

Abstract

Background: Artificial intelligence (AI) has been a contribution in recent years to the development of new tools for dental, surgical, and esthetic treatment. In the case of image diagnosis, AI allows automated analysis of some facial parameters. The aim of this study was to evaluate the precision and reproducibility of these IA analyses compared with a human operator. Methods: Thirty subjects were selected, and frontal and profile photographs were taken of each. The photographs were previously calibrated and then analyzed by a human operator and an AI for vertical, horizontal, symmetry parameters, and facial profile angles. Results: Statistically significant differences were found in at least 1 vertical, horizontal, symmetry, and facial profile measurement. Conclusions: The 2D facial analysis performed on photographs using AI is an interesting and constantly evolving tool. However, there are still many differences with the analysis performed by the human operator, so it should be used carefully. Further studies using metric measurements should be performed to contrast the values obtained by human operators and AI and to analyze the accuracy of point selection in facial soft tissues. © © 2024 Mutaz B. Habal, MD. All rights reserved.

Más información

Título según WOS: 2D Facial Analysis Performed by a Human Operator Versus an Artificial Intelligence Software
Título según SCOPUS: 2D Facial Analysis Performed by a Human Operator Versus an Artificial Intelligence Software
Título de la Revista: Journal of Craniofacial Surgery
Volumen: 36
Número: 2
Editorial: Lippincott Williams and Wilkins
Fecha de publicación: 2025
Idioma: English
DOI:

10.1097/SCS.0000000000010810

Notas: ISI, SCOPUS