Facial Aesthetics in Artificial Intelligence: First Investigation Comparing Results in a Generative AI Study.

Certain AI models outperformed others in generating the images, with evaluator opinions varying on their realism and clinical value. Some images reasonably depicted the target area and the expected outcome; however, many images displayed inappropriate postsurgical outcomes or provoked the uncanny valley effect with their lack of realism. The authors stress the need for AI improvement to produce better pre- and postoperative images, and plan for further research comparing AI-generated visuals with actual surgical results.

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PubMed
Published
2025-01-01
Primary Topic
Body Image and Dysmorphia Studies
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article
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article

Facial Aesthetics in Artificial Intelligence: First Investigation Comparing Results in a Generative AI Study.

Anthony Colon, Ashley Ignatiuk, Arya Akhavan, Soheyb Ayad et al.
PubMed
Body Image and Dysmorphia Studies
article

Facial Aesthetics in Artificial Intelligence: First Investigation Comparing Results in a Generative AI Study.

Anthony Colon, Ashley Ignatiuk, Arya Akhavan, Soheyb Ayad, Arsany Yassa, Olivia Ayad
article en

Abstract

Certain AI models outperformed others in generating the images, with evaluator opinions varying on their realism and clinical value. Some images reasonably depicted the target area and the expected outcome; however, many images displayed inappropriate postsurgical outcomes or provoked the uncanny valley effect with their lack of realism. The authors stress the need for AI improvement to produce better pre- and postoperative images, and plan for further research comparing AI-generated visuals with actual surgical results.

PubMedVol. 25
Rutgers, The State University of New Jersey (US), Ain Shams University (EG), Rutgers New Jersey Medical School (US), University of Reggio Calabria (IT)
Openalex Percentile: Top 76%
Body Image and Dysmorphia Studies
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Facial Aesthetics in Artificial Intelligence: First Investigation Comparing Results in a Generative AI Study. — Anthony Colon, Ashley Ignatiuk, et al. · PubMed (2025) | TGRS Research Map | TGRS