ArticleFrontiers in digital health2025
Digital twins in dermatology: a new era of personalized skin care.
Article in Frontiers in digital health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Cosmetogenomics unveiled: a systematic review of AI, genomics, and the future of personalized skincare.Frontiers in artificial intelligence · 2025Pooled it
- Lifestyle-Driven Phenotypes in Sensitive Skin: A Cross-Sectional, Multicenter Study Across Urbanization Tiers.Dermatology and therapy · 2026Article
- Skin Health Information Seeking on Short Video Platforms in Indonesia: Mixed Methods Approach.JMIR dermatology · 2026Article
- Wearable bioelectronics for skin cancer management.Biomaterials · 2026Review
- [Chronic skin damage from UV radiation].Dermatologie (Heidelberg, Germany) · 2026Review
- Translating Geroscience Into Clinical Longevity Dermatology: From Mechanisms of Aging to Skin-Centered Interventions.Journal of cosmetic dermatology · 2026Article
- AI-powered in silico twins: redefining precision medicine through simulation, personalization, and predictive healthcare.Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2025Review
- Digital Twin Pathology of Skin Cancer.Journal of cosmetic dermatology · 2025Article
- Artificial Intelligence in Aesthetic Medicine: Applications, Challenges, and Future Directions.Journal of cosmetic dermatology · 2025Review
- Evaluation of discharge training given by nurses to postpartum mothers to artificial intelligence: an alternative approach to health care.BMC nursing · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.