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Facial Shape Analysis Identifies Valid Cues to Aspects of Physiological Health in Caucasian, Asian, and African Populations
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1001/archinte.162.16.1867openalex-snapshot
Overweight and Obesity as Determinants of Cardiovascular Risk
inferredcites →https://doi.org/10.1001/archpediatrics.2009.92openalex-snapshot
Sex Differences in Blood Pressure and Its Relationship to Body Composition and Metabolism in Adolescence
inferredcites →https://doi.org/10.1002/ajpa.10005openalex-snapshot
Geometric morphometric study of the regional variation of modern human craniofacial form
inferredcites →https://doi.org/10.1007/s10764-005-9015-yopenalex-snapshot
Preferences for Symmetry in Conspecific Facial Shape Among Macaca mulatta
inferredcites →https://doi.org/10.1007/s10764-009-9380-zopenalex-snapshot
Facial Skin Coloration Affects Perceived Health of Human Faces
inferredcites →https://doi.org/10.1016/0140-6736(90)90878-9openalex-snapshot
Blood pressure, stroke, and coronary heart disease *1Part 1, prolonged differences in blood pressure: prospective observational studies corrected for the regression dilution bias
inferredcites →https://doi.org/10.1016/j.evolhumbehav.2004.09.002openalex-snapshot
MHC-heterozygosity and human facial attractiveness
inferredcites →https://doi.org/10.1016/j.evolhumbehav.2005.06.001openalex-snapshot
Facial sexual dimorphism, developmental stability, and susceptibility to disease in men and women
inferredcites →https://doi.org/10.1016/j.evolhumbehav.2006.08.007openalex-snapshot
Visible skin color distribution plays a role in the perception of age, attractiveness, and health in female faces☆
inferredcites →https://doi.org/10.1016/j.evolhumbehav.2007.12.009openalex-snapshot
Facial correlates of sociosexuality
inferredcites →https://doi.org/10.1016/j.evolhumbehav.2010.09.003openalex-snapshot
Carotenoid and melanin pigment coloration affect perceived human health
inferredcites →https://doi.org/10.1016/j.evolhumbehav.2011.10.003openalex-snapshot
Cross-cultural effects of color, but not morphological masculinity, on perceived attractiveness of men's faces
inferredcites →https://doi.org/10.1016/j.evolhumbehav.2012.05.005openalex-snapshot
Cues to fertility: perceived attractiveness and facial shape predict reproductive success
inferredcites →https://doi.org/10.1016/j.evolhumbehav.2015.11.004openalex-snapshot
Perception of strength from 3D faces is linked to facial cues of physique
inferredcites →https://doi.org/10.1016/j.imavis.2013.03.001openalex-snapshot
A computational approach to body mass index prediction from face images
inferredcites →https://doi.org/10.1016/j.jaad.2007.07.040openalex-snapshot
Color homogeneity and visual perception of age, health, and attractiveness of female facial skin
inferredcites →https://doi.org/10.1016/s0140-6736(03)15268-3openalex-snapshot
Appropriate body-mass index for Asian populations and its implications for policy and intervention strategies
inferredcites →https://doi.org/10.1016/s1090-5138(00)00060-xopenalex-snapshot
Do facial averageness and symmetry signal health?
inferredcites →https://doi.org/10.1016/s1090-5138(99)00014-8openalex-snapshot
Symmetry and Human Facial Attractiveness
inferredcites →https://doi.org/10.1037//0735-7036.108.3.233openalex-snapshot
Human (Homo sapiens) facial attractiveness and sexual selection: The role of symmetry and averageness.
inferredcites →https://doi.org/10.1038/29772openalex-snapshot
Effects of sexual dimorphism on facial attractiveness
inferredcites →https://doi.org/10.1038/s41598-017-08015-9openalex-snapshot
Facial appearance reveals immunity in African men
inferredcites →https://doi.org/10.1038/srep39731openalex-snapshot
Predictors of facial attractiveness and health in humans
inferredcites →https://doi.org/10.1039/b9pp00166bopenalex-snapshot
Chronic sun damage and the perception of age, health and attractiveness
inferredcites →https://doi.org/10.1046/j.1467-789x.2002.00069.xopenalex-snapshot
Elevated body fat percentage and cardiovascular risks at low body mass index levels among Singaporean Chinese, Malays and Indians
inferredcites →https://doi.org/10.1046/j.1469-7580.1998.19320251.xopenalex-snapshot
Facial growth in Cercocebus torquatus: an application of three‐dimensional geometric morphometric techniques to the study of morphological variation
inferredcites →https://doi.org/10.1056/nejm199509143331101openalex-snapshot
Body Weight and Mortality among Women
inferredcites →https://doi.org/10.1068/p3123openalex-snapshot
Attractiveness of Facial Averageness and Symmetry in Non-Western Cultures: In Search of Biologically Based Standards of Beauty
inferredcites →https://doi.org/10.1068/p3463openalex-snapshot
When Facial Attractiveness is Only Skin Deep
inferredcites →https://doi.org/10.1068/p6560openalex-snapshot
Deciphering Faces: Quantifiable Visual Cues to Weight
inferredcites →https://doi.org/10.1080/11250000409356545openalex-snapshot
Geometric morphometrics: Ten years of progress following the ‘revolution’
inferredcites →https://doi.org/10.1093/ajcn/44.6.996openalex-snapshot
Three limitations of the body mass index
inferredcites →https://doi.org/10.1093/ije/25.4.829openalex-snapshot
Relationship between Morbidity and Extreme Values of Body Mass Index in Adolescents
inferredcites →https://doi.org/10.1093/oxfordjournals.humrep.a136582openalex-snapshot
Body fat, menarche, fitness and fertility
inferredcites →https://doi.org/10.1098/rsbl.2003.0023openalex-snapshot
Does sexual dimorphism in human faces signal health?
inferredcites →https://doi.org/10.1098/rspb.1995.0124openalex-snapshot
Asymmetry and human facial attractiveness: symmetry may not always be beautiful
inferredcites →https://doi.org/10.1098/rspb.2001.1703openalex-snapshot
Symmetry, sexual dimorphism in facial proportions and male facial attractiveness
inferredcites →https://doi.org/10.1098/rspb.2007.0895openalex-snapshot
Preferences for symmetry in human faces in two cultures: data from the UK and the Hadza, an isolated group of hunter-gatherers
inferredcites →https://doi.org/10.1098/rspb.2012.2495openalex-snapshot
Adiposity, compared with masculinity, serves as a more valid cue to immunocompetence in human mate choice
inferredcites →https://doi.org/10.1098/rspb.2014.1639openalex-snapshot
Facial fluctuating asymmetry is not associated with childhood ill-health in a large British cohort study
inferredcites →https://doi.org/10.1109/38.946630openalex-snapshot
Prototyping and transforming facial textures for perception research
inferredcites →https://doi.org/10.1111/1467-9280.00002openalex-snapshot
Does Human Facial Attractiveness Honestly Advertise Health? Longitudinal Data on an Evolutionary Question
inferredcites →https://doi.org/10.1111/j.1420-9101.2007.01477.xopenalex-snapshot
Does attractiveness in men provide clues to semen quality?
inferredcites →https://doi.org/10.1111/j.1467-9280.1990.tb00079.xopenalex-snapshot
Attractive Faces Are Only Average
inferredcites →https://doi.org/10.1111/j.1467-9280.1996.tb00338.xopenalex-snapshot
Averageness, Exaggeration, and Facial Attractiveness
inferredcites →https://doi.org/10.1111/j.1468-3083.2011.04316.xopenalex-snapshot
Colour homogeneity and visual perception of age, health and attractiveness of male facial skin
inferredcites →https://doi.org/10.1111/j.1558-5646.2008.00478.xopenalex-snapshot
GENETIC DIVERSITY REVEALED IN HUMAN FACES
inferredcites →https://doi.org/10.1111/j.2044-8295.2012.02117.xopenalex-snapshot
Perceived facial adiposity conveys information about women's health
inferredcites →https://doi.org/10.1155/2013/790654openalex-snapshot
Body Fat and Body-Mass Index among a Multiethnic Sample of College-Age Men and Women
inferredcites →https://doi.org/10.1159/000026224openalex-snapshot
Alcohol, Stroke and Coronary Heart Disease
inferredcites →https://doi.org/10.1161/01.cir.67.5.968openalex-snapshot
Obesity as an independent risk factor for cardiovascular disease: a 26-year follow-up of participants in the Framingham Heart Study.
inferredcites →https://doi.org/10.1161/circulationaha.106.668731openalex-snapshot
Racial and Ethnic Differences in Blood Pressure
inferredcites →https://doi.org/10.1177/0956797611419169openalex-snapshot
A Statistical Model of Facial Attractiveness
inferredcites →https://doi.org/10.1186/1471-2458-13-797openalex-snapshot
Relationship between Body mass index (BMI) and body fat percentage, estimated by bioelectrical impedance, in a group of Sri Lankan adults: a cross sectional study
inferredcites →https://doi.org/10.1353/dem.0.0037openalex-snapshot
Predicting adult health and mortality from adolescent facial characteristics in yearbook photographs
inferredcites →https://doi.org/10.1371/journal.pone.0000640openalex-snapshot
Common HLA Alleles Associated with Health, but Not with Facial Attractiveness
inferredcites →https://doi.org/10.1371/journal.pone.0005083openalex-snapshot
Skin Blood Perfusion and Oxygenation Colour Affect Perceived Human Health
inferredcites →https://doi.org/10.1371/journal.pone.0013585openalex-snapshot
Does Masculinity Matter? The Contribution of Masculine Face Shape to Male Attractiveness in Humans
inferredcites →https://doi.org/10.1371/journal.pone.0032988openalex-snapshot
You Are What You Eat: Within-Subject Increases in Fruit and Vegetable Consumption Confer Beneficial Skin-Color Changes
inferredcites →https://doi.org/10.1371/journal.pone.0040503openalex-snapshot
Hunter-Gatherer Energetics and Human Obesity
inferredcites →https://doi.org/10.1371/journal.pone.0048116openalex-snapshot
African Perceptions of Female Attractiveness
inferredcites →https://doi.org/10.1371/journal.pone.0140347openalex-snapshot
Testing the Utility of a Data-Driven Approach for Assessing BMI from Face Images
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Judging a Book by its Cover: Investigating the Roles of Attractiveness, Body Mass Index, and Gender on Perceived Leadership Among Malaysian
inferred← citeshttps://doi.org/10.1001/amajethics.2019.180openalex-snapshot
What Are Important Ethical Implications of Using Facial Recognition Technology in Health Care?
inferred← citeshttps://doi.org/10.1002/ajpa.24114openalex-snapshot
Do adipokines levels influence facial attractiveness of young women?
inferred← citeshttps://doi.org/10.1007/978-3-031-08956-5_1081-1openalex-snapshot
The Good Genes Hypothesis
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Decouple-and-Sample: Protecting Sensitive Information in Task Agnostic Data Release
inferred← citeshttps://doi.org/10.1007/s11427-024-2726-8openalex-snapshot
3D facial imaging: a novel approach for metabolic abnormalities risk profiling
inferred← citeshttps://doi.org/10.1016/j.cviu.2022.103438openalex-snapshot
Deducing health cues from biometric data
inferred← citeshttps://doi.org/10.1016/j.evolhumbehav.2021.02.001openalex-snapshot
Facial shape provides a valid cue to sociosexuality in men but not women
inferred← citeshttps://doi.org/10.1016/j.heliyon.2024.e32033openalex-snapshot
Association between the three-dimensional facial shape and its color in a boundary group of young to middle-aged Asian women
inferred← citeshttps://doi.org/10.1016/j.jjcc.2023.07.011openalex-snapshot
Frailty assessment using photographs in patients undergoing transcatheter aortic valve replacement
inferred← citeshttps://doi.org/10.1038/s41430-025-01670-6openalex-snapshot
Real-time and digital remote nutritional assessment framework with the use of smartphone-enabled facial morphometrics and machine learning— a proof of concept
inferred← citeshttps://doi.org/10.1038/s41598-022-21919-5openalex-snapshot
Influence of the nutritional status on facial morphology in young Japanese women
inferred← citeshttps://doi.org/10.1080/03014460.2025.2536162openalex-snapshot
Facial shapes in Frankfurt Horizontal and natural head positions: a methodological study
inferred← citeshttps://doi.org/10.1093/eurheartj/ehaa640openalex-snapshot
Feasibility of using deep learning to detect coronary artery disease based on facial photo
inferred← citeshttps://doi.org/10.1093/oxfordhb/9780197524718.013.2openalex-snapshot
Physical Cues of Partner Quality
inferred← citeshttps://doi.org/10.1093/postmj/qgae061openalex-snapshot
Facial recognition for disease diagnosis using a deep learning convolutional neural network: a systematic review and meta-analysis
inferred← citeshttps://doi.org/10.1097/psn.0000000000000357openalex-snapshot
Using Facial Recognition Tools for Health Assessment
inferred← citeshttps://doi.org/10.1097/psn.0000000000000410openalex-snapshot
Using Facial Recognition Tools for Health Assessment
inferred← citeshttps://doi.org/10.1097/scs.0000000000005316openalex-snapshot
The Esthetic Difference of Chinese Beauty Evaluated by Two Different Human Races Based on Three-Dimensional Average Face Analysis
inferred← citeshttps://doi.org/10.1101/2025.01.14.25320526openalex-snapshot
Is the human face a biomarker of health? – a scoping review
inferred← citeshttps://doi.org/10.1109/cvprw50498.2020.00017openalex-snapshot
Exploring Racial Bias within Face Recognition via per-subject Adversarially-Enabled Data Augmentation
inferred← citeshttps://doi.org/10.1109/tim.2023.3298426openalex-snapshot
Body Weight Estimation Using Virtual Anthropometric Measurements From a Single Image
inferred← citeshttps://doi.org/10.1111/brv.13131openalex-snapshot
Mate assessment based on physical characteristics: a review and reflection
inferred← citeshttps://doi.org/10.1371/journal.pone.0257923openalex-snapshot
A survey of U.S. public perspectives on facial recognition technology and facial imaging data practices in health and research contexts
inferred← citeshttps://doi.org/10.1371/journal.pone.0318138openalex-snapshot
Is the human face a biomarker of health? – A scoping review
inferred← citeshttps://doi.org/10.15188/kjopp.2021.12.35.6.267openalex-snapshot
Association of Nose Size and Shapes with Self-rated Health and Mibyeong
inferred← citeshttps://doi.org/10.2147/nss.s332117openalex-snapshot
Association of Craniofacial and Upper Airway Morphology with Cardiovascular Risk in Adults with OSA
inferred← citeshttps://doi.org/10.2196/17234openalex-snapshot
Identification of the Facial Features of Patients With Cancer: A Deep Learning–Based Pilot Study
inferred← citeshttps://doi.org/10.2196/33478openalex-snapshot
Use of Facial Morphology to Determine Nutritional Status in Older Adults: Opportunities and Challenges
inferred← citeshttps://doi.org/10.3389/fpsyg.2018.02428openalex-snapshot
The Relative Contribution of Jawbone and Cheekbone Prominence, Eyebrow Thickness, Eye Size, and Face Length to Evaluations of Facial Masculinity and Attractiveness: A Conjoint Data-Driven Approach
inferred← citeshttps://doi.org/10.3389/fpsyg.2018.02562openalex-snapshot
Facial Adiposity, Attractiveness, and Health: A Review
inferred← citeshttps://doi.org/10.3389/fpsyg.2019.01352openalex-snapshot
Skin Color Preferences in a Malaysian Chinese Population
inferred← citeshttps://doi.org/10.3389/fpsyg.2021.605926openalex-snapshot
E-perceptions and Business ‘Mating’: The Communication Effects of the Relative Width of Males’ Faces in Business Portraits
inferred← citeshttps://doi.org/10.3390/app11052414openalex-snapshot
A Novel Method in Predicting Hypertension Using Facial Images
inferred← citeshttps://doi.org/10.3390/jcm12206524openalex-snapshot
Using Generative Artificial Intelligence Tools in Cosmetic Surgery: A Study on Rhinoplasty, Facelifts, and Blepharoplasty Procedures
inferred← citeshttps://doi.org/10.3390/s21144858openalex-snapshot
Changes in Computer-Analyzed Facial Expressions with Age
inferred← citeshttps://doi.org/10.3390/sym11111364openalex-snapshot
The Face of Early Cognitive Decline? Shape and Asymmetry Predict Choice Reaction Time Independent of Age, Diet or Exercise
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On Body Mass Index Analysis from Human Visual Appearance
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Identifying people based on physiognomy: Explanations from cognitive perspective
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A neuroscientific and design perspective on trust within a professional context
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Morphology of facial aging: a shape-based quantification
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Cheeks appearance as a novel predictor of obstructive sleep apnea: the CASA score study
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