Using Generative Artificial Intelligence Tools in Cosmetic Surgery: A Study on Rhinoplasty, Facelifts, and Blepharoplasty Procedures.

Bryan Lim, Ishith Seth, Skyler Kah, Foti Sofiadellis, Richard J Ross, Warren M Rozen, Roberto Cuomo
Author Information
  1. Bryan Lim: Department of Plastic and Reconstructive Surgery, Peninsula Health, Frankston, VIC 3199, Australia.
  2. Ishith Seth: Department of Plastic and Reconstructive Surgery, Peninsula Health, Frankston, VIC 3199, Australia. ORCID
  3. Skyler Kah: Department of Plastic and Reconstructive Surgery, Peninsula Health, Frankston, VIC 3199, Australia.
  4. Foti Sofiadellis: Department of Plastic and Reconstructive Surgery, Peninsula Health, Frankston, VIC 3199, Australia.
  5. Richard J Ross: Department of Plastic and Reconstructive Surgery, Peninsula Health, Frankston, VIC 3199, Australia.
  6. Warren M Rozen: Department of Plastic and Reconstructive Surgery, Peninsula Health, Frankston, VIC 3199, Australia. ORCID
  7. Roberto Cuomo: Plastic Surgery Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy. ORCID

Abstract

Artificial intelligence (AI), notably Generative Adversarial Networks, has the potential to transform medical and patient education. Leveraging GANs in medical fields, especially cosmetic surgery, provides a plethora of benefits, including upholding patient confidentiality, ensuring broad exposure to diverse patient scenarios, and democratizing medical education. This study investigated the capacity of AI models, DALL-E 2, Midjourney, and Blue Willow, to generate realistic images pertinent to cosmetic surgery. We combined the generative powers of ChatGPT-4 and Google's BARD with these GANs to produce images of various noses, faces, and eyelids. Four board-certified plastic surgeons evaluated the generated images, eliminating the need for real patient photographs. Notably, generated images predominantly showcased female faces with lighter skin tones, lacking representation of males, older women, and those with a body mass index above 20. The integration of AI in cosmetic surgery offers enhanced patient education and training but demands careful and ethical incorporation to ensure comprehensive representation and uphold medical standards.

Keywords

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