ReviewJournal of personalized medicine2025
Artificial Intelligence in the Assessment and Grading of Acne Vulgaris: A Systematic Review.
Review in Journal of personalized medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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
5 citing papers in PubMed.
- In Vivo Microscopic Features of Acne vulgaris Revealed via LC-OCT.Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) · 2026Article
- AcneFormer: A Lesion-Aware and Noise-Robust CNN-Transformer for Acne Image Classification.Sensors (Basel, Switzerland) · 2026Article
- Global Trends and Hotspot Analysis of Nanomaterials in the Field of Acne: A Bibliometric Perspective.Clinical, cosmetic and investigational dermatology · 2026Article
- Deep Learning-Based Acne Severity Classification Using Standardized Facial Images of Japanese Patients.Cureus · 2025Article
- Transgender Individuals' Perspectives on Teledermatology-Based Acne Research.Archives of dermatological research · 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
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Acne vulgaris is a common dermatological condition, particularly affecting adolescents during critical developmental stages, which may have lasting psychosocial impacts. Traditional assessments, including global severity grading and lesion counting, are limited by subjectivity and time constraints.
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.