Research graph
References from Comparison of Facial Feature Grading by an AI-Based System Versus Human Expert Grading on Images Under Standardized Clinical and At-Home Settings. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
External reference
10.1001/archderm.143.3.329
10.1001/archderm.143.3.329 · External reference
10.4103/0378-6323.26722
10.4103/0378-6323.26722 · External reference
State-of-the-art in skain fluorescent photography for cosmetic and skincare research: from molecular spectra to AI image analysis
10.3390/life14101271 · 2024 · External reference
Dermoscopy as an efficient aid to diagnose pigmentary and vascular component of periorbital melanosis: a cross-sectional study
10.1111/jocd.15141 · 2022 · External reference
Systematic review of deep learning image analyses for the diagnosis and monitoring of skin disease
10.1038/s41746-023-00914-8 · 2023 · External reference
10.1037//1040-3590.6.4.284
10.1037//1040-3590.6.4.284 · External reference
10.1068/p3122
10.1068/p3122 · External reference
The use of artificial intelligence for skin disease diagnosis in primary care settings: a systematic review
10.3390/healthcare12121192 · 2024 · External reference
10.1016/0895-4356(90)90158-l
10.1016/0895-4356(90)90158-l · External reference
An automatic procedure that grades some facial skin structural signs: agreements and validation with clinical assessments made by dermatologists
10.1111/ics.12563 · 2019 · External reference
The continuous development of a complete and objective automatic grading system of facial signs from selfie pictures: Asian validation study and application to women of three ethnic origins, differently aged
10.1111/srt.12922 · 2021 · External reference
Advancements in dermatological imaging modalities
10.4103/idoj.idoj_852_23 · 2024 · External reference
10.1068/p241059
10.1068/p241059 · External reference
How artificial intelligence adopts human biases: the case of cosmetic skincare industry
10.1007/s43681-023-00378-2 · 2025 · External reference
Unresolved reference
External reference
Predicting human chronological age via AI analysis of dorsal hand versus facial images: a study in a cohort of Indian females
10.1111/exd.15045 · 2024 · External reference
Representation in medical illustration: the impact of model bias in a dermatology pilot study
10.1080/17453054.2022.2086455 · 2022 · External reference
A new procedure, free from human assessment that automatically grades some facial skin structural signs. Comparison with assessments by experts, using referential atlases of skin ageing
10.1111/ics.12512 · 2019 · External reference
10.1016/j.jcm.2016.02.012
10.1016/j.jcm.2016.02.012 · External reference
Artificial intelligence application in diagnosing, classifying, localizing, detecting and estimation the severity of skin condition in aesthetic medicine: a review
10.1002/der2.70015 · 2025 · External reference
10.1016/j.patter.2025.101175
10.1016/j.patter.2025.101175 · External reference
Validating a series of photonumeric rating scales for use in facial aesthetics using statistical analysis of intra- and inter-rater reliability
10.1093/asjof/ojab039 · 2021 · External reference
10.4236/jwarp.2015.77047
10.4236/jwarp.2015.77047 · External reference
10.1001/archderm.1996.03890360082014
10.1001/archderm.1996.03890360082014 · External reference
10.1136/bmjopen-2018-021959
10.1136/bmjopen-2018-021959 · External reference
Skinly: a novel handheld IoT device for validating biophysical skin characteristics
10.1111/srt.13613 · 2024 · External reference
Deep learning and generative artificial intelligence in aging research and healthy longevity medicine
10.18632/aging.206190 · 2025 · External reference
