Evidence map›Paper›PMID 41158591›Full record

ArticlePlastic and reconstructive surgery. Global open2025

Artificial Intelligence Beauty Filters and Aesthetic Surgery: Insights from TikTok's Bold Glamour Filter.

John A Toms, Annie M Fritsch, Elizabeth O'Neill, Jubril Adepoju, Mamtha S Raj

Abstract read
In one paragraph

Article in Plastic and reconstructive surgery. Global open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Detecting body dysmorphic disorder in the age of algorithms.Frontiers in artificial intelligence · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

John A TomsFrom the Department of Surgery, Orlando Health, Orlando, FL.
Annie M FritschDivision of Plastic and Reconstructive Surgery, Department of Surgery, Rush University Medical Center, Chicago, IL.
Elizabeth O'NeillDivision of Plastic and Reconstructive Surgery, Department of Surgery, Rush University Medical Center, Chicago, IL.
Jubril AdepojuDivision of Plastic and Reconstructive Surgery, Department of Surgery, Rush University Medical Center, Chicago, IL.
Mamtha S RajDivision of Plastic and Reconstructive Surgery, Department of Surgery, Rush University Medical Center, Chicago, IL.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Artificial intelligence (AI)-driven facial modification technologies, such as TikTok's Bold Glamour filter, have transformed perceptions of beauty and self-image. This study aimed to quantify the facial modifications produced by the Bold Glamour filter using automated and manual measurement techniques and to examine their implications for aesthetic surgery. Methods: We used images of 10 anonymized female participants older than 18 years; both the original images and those generated after applying the filter were analyzed. The Face++ Dense Facial Landmarks application programming interface was used for detailed facial feature mapping, alongside manual measurements and observations of facial metrics and soft-tissue changes. Descriptive statistics were applied to evaluate proportional and symmetry differences. Results: The filter produced marked facial modifications, including increased nasal tip rotation, thinning of the nasal tip, fuller lips, lift of the right eyebrow, more pronounced malar projection, and increased facial width and jaw prominence. Structural dimensional changes were achieved through small but dramatic alterations, predominantly less than 10%, while retaining a natural appearance and enhancing symmetry. Soft tissue changes were also notable. Conclusions: TikTok's Bold Glamour filter enhances perceived attractiveness through AI-driven facial modifications. Although potentially useful in aesthetic procedure planning, there are concerns regarding unrealistic beauty standards and psychological well-being. Plastic surgeons must balance the benefits of AI-assisted planning with patient well-being and ethical care.

Identifiers

PMID41158591
PMCPMC12558173

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.