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Deciphering Faces: Quantifiable Visual Cues to Weight
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Overweight and Obesity as Determinants of Cardiovascular Risk
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The Disease Burden Associated With Overweight and Obesity
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Prevalence of Obesity, Diabetes, and Obesity-Related Health Risk Factors, 2001
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Excess Deaths Associated With Underweight, Overweight, and Obesity
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Anatomy and imaging of the deep fat of the face
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Contributions of the face and body to overall attractiveness
inferredcites →https://doi.org/10.1016/j.bodyim.2005.02.002openalex-snapshot
Female physical attractiveness in Britain and Malaysia: A cross-cultural study
inferredcites →https://doi.org/10.1016/j.bodyim.2005.08.001openalex-snapshot
Male physical attractiveness in Britain and Malaysia: A cross-cultural study
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.jsbmb.2007.09.001openalex-snapshot
Androgens and body fat distribution
inferredcites →https://doi.org/10.1016/s0140-6736(05)79257-6openalex-snapshot
Optimum body-mass index and maximum sexual attractiveness
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(03)00017-5openalex-snapshot
Facial masculinity and fluctuating asymmetry
inferredcites →https://doi.org/10.1016/s1090-5138(03)00080-1openalex-snapshot
The relationship between shape symmetry and perceived skin condition in male facial attractiveness
inferredcites →https://doi.org/10.1016/s1090-5138(98)00044-0openalex-snapshot
The Body and Face of Woman
inferredcites →https://doi.org/10.1037//0022-3514.59.1.61openalex-snapshot
What do women want? Facialmetric assessment of multiple motives in the perception of male facial physical 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/10.1037/0735-7036.115.1.92openalex-snapshot
Human (Homo sapiens) facial attractiveness in relation to skin texture and color.
inferredcites →https://doi.org/10.1038/29772openalex-snapshot
Effects of sexual dimorphism on facial attractiveness
inferredcites →https://doi.org/10.1038/sj.ijo.0800424openalex-snapshot
Women's reproductive health: the role of body mass index in early and adult life
inferredcites →https://doi.org/10.1038/sj.ijo.0801384openalex-snapshot
Relationships between body mass index and well-being in young Australian women
inferredcites →https://doi.org/10.1056/nejm199509143331101openalex-snapshot
Body Weight and Mortality among Women
inferredcites →https://doi.org/10.1068/p220257openalex-snapshot
Extracting Prototypical Facial Images from Exemplars
inferredcites →https://doi.org/10.1068/p5712openalex-snapshot
Perceived Health Contributes to the Attractiveness of Facial Symmetry, Averageness, and Sexual Dimorphism
inferredcites →https://doi.org/10.1093/ajcn/44.6.996openalex-snapshot
Three limitations of the body mass index
inferredcites →https://doi.org/10.1093/jn/136.5.1141openalex-snapshot
Malnutrition and Energy Restriction Differentially Affect Viral Immunity
inferredcites →https://doi.org/10.1093/oxfordjournals.humrep.a136582openalex-snapshot
Body fat, menarche, fitness and fertility
inferredcites →https://doi.org/10.1097/00008505-199600540-00041openalex-snapshot
Essentials of Facial Growth
inferredcites →https://doi.org/10.1098/rspb.1999.0624openalex-snapshot
Visual cues to female physical attractiveness
inferredcites →https://doi.org/10.1098/rspb.1999.0866openalex-snapshot
Facial attractiveness, symmetry and cues of good genes
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.2008.0873openalex-snapshot
In your face: facial metrics predict aggressive behaviour in the laboratory and in varsity and professional hockey players
inferredcites →https://doi.org/10.1111/j.1365-4362.1979.tb01951.xopenalex-snapshot
THE JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY
inferredcites →https://doi.org/10.1371/journal.pone.0000710openalex-snapshot
Biometric Evidence that Sexual Selection Has Shaped the Hominin Face
inferredcites →https://doi.org/10.1371/journal.pone.0005083openalex-snapshot
Skin Blood Perfusion and Oxygenation Colour Affect Perceived Human Health
inferredcites →https://doi.org/10.2307/4581openalex-snapshot
Behavioural Ecology: An Evolutionary Approach
inferredcites →https://doi.org/10.5040/9781492596950.ch-018openalex-snapshot
Variation in Body Composition Associated With Sex and Ethnicity
inferredcites →https://doi.org/10.7326/0003-4819-119-7_part_2-199310011-00006openalex-snapshot
Medical Hazards of Obesity
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Scaling up the Measurement of Body Images in Advertising: Continuous Monitoring of Gaps
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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
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Face of a fighter: Bizygomatic width as a cue of formidability
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Further evidence for links between facial width‐to‐height ratio and fighting success: Commentary on Zilioli et al. (2014)
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Body fat and facial shape are correlated in female adolescents
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Fixation patterns, not clinical diagnosis, predict body size over‐estimation in eating disordered women and healthy controls
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Beyond body image: Self‐face recognition and negative self‐face evaluations in women at high risk for an eating disorder
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Novel method to predict body weight in children based on age and morphological facial features
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Development and validation of a point‐of‐care nursing mobile tool to guide the diagnosis of malnutrition in hospitalized adult patients: a multicenter, prospective cohort study
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Perceiving Aggression from Facial Structure: Further Evidence for A Positive Association with Facial Width–To–Height Ratio and Masculinity, but Not for Moderation by Self–Reported Dominance
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Agreement and Individual Differences in Men’s Preferences for Women’s Facial Characteristics
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Facial Width-to-Height Ratio (FWHR)
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Enhancement of Infant Health Assessment: Predicting Body Mass Index (BMI) from Real-Time Facial Images Using Machine Learning Techniques
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Patient-Specific 3D Burn Size Estimation
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Signals of Body Size
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Machine Learning-Based Human Body Mass Index Prediction Using Facial Features
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Persistent homology to analyse 3D faces and assess body weight gain
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Face image synthesis with weight and age progression using conditional adversarial autoencoder
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Brief Report: Facial Asymmetry and Autistic-Like Traits in the General Population
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Familiarity with Own Population’s Appearance Influences Facial Preferences
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BMI, age, Mate Value, and Intrasexual Competition in Chilean Women
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Wie viel Gewicht liegt im Gesicht?
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An Examination of the Associations Between Facial Structure, Aggressive Behavior, and Performance in the 2010 World Cup Association Football Players
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Why the Wide Face? Androgen Receptor Gene Polymorphism does not Predict Men’s Facial Width-to-Height Ratio
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Do 3D Face Images Capture Cues of Strength, Weight, and Height Better than 2D Face Images do?
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Beyond the Surface: How Depth Alters Face Perception
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Integration of disparity and velocity information for haptic and perceptual judgments of object depth
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Mandibular movements and swallowing threshold in older adults with obesity using removable prostheses
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Judging the health and attractiveness of female faces: Is the most attractive level of facial adiposity also considered the healthiest?
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Face Yourself(ie): Investigating selfie-behavior in females with severe eating disorder symptoms
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“Thinstagram”: Image content and observer body satisfaction influence the when and where of eye movements during instagram image viewing
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Estimation of BMI from facial images using semantic segmentation based region-aware pooling
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Facial features analysis of Sasang typology using facial images: A study on Caucasian American and native Korean populations
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No evidence for sexual dimorphism of facial width-to-height ratio in four large adult samples
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Telling facial metrics: facial width is associated with testosterone levels in men
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Women’s faces and voices are cues to reproductive potential in industrial and forager societies
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Perception of strength from 3D faces is linked to facial cues of physique
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Sexual dimorphism of facial width-to-height ratio in human skulls and faces: A meta-analytical approach
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Is facial width-to-height ratio reliably associated with social inferences?
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Updating evidence on facial metrics: A Bayesian perspective on sexual dimorphism in facial width-to-height ratio and bizygomatic width
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A computational approach to body mass index prediction from face images
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On visual BMI analysis from facial images
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Not what you expected to see? Obesity stereotypes, expectancy violations, and angel investment decisions
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Three-dimension deep model for body mass index estimation from facial image sequences with different poses
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What’s in a face? Facial appearance associated with emergence but not success in entrepreneurship
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Integrating faces and bodies: Psychological and neural perspectives on whole person perception
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Does bimanual grasping of the Müller-Lyer illusion provide evidence for a functional segregation of dorsal and ventral streams?
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Concordant preferences for actual height and facial cues to height
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Cross-ethnic assessment of body weight and height on the basis of faces
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Facial width-to-height ratio underlies perceived dominance on facial emotional expressions
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Facial width to height ratio and perceived aggression: The disjunction effect of horizontal and vertical components
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Do Alpha Males Deliver Alpha? Facial Width-to-Height Ratio and Hedge Funds
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Racial bias in judgments of physical size and formidability: From size to threat.
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Hypermasculinised facial morphology in boys and girls with Autism Spectrum Disorder and its association with symptomatology
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Environmental convergence in facial preferences: a cross-group comparison of Asian Vietnamese, Czech Vietnamese, and Czechs
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The other-race effect and holistic processing across racial groups
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Influence of the nutritional status on facial morphology in young Japanese women
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Influence of body mass index on perceived lower facial asymmetry
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Patterns of correlation of facial shape with physiological measurements are more integrated than patterns of correlation with ratings
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Preferences for Facial and Vocal Masculinity in Homosexual Men: The Role of Relationship Status, Sexual Restrictiveness, and Self-Perceived Masculinity
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Judging Body Weight from Faces: The Height—Weight Illusion
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Apparent Height and Body Mass Index Influence Perceived Leadership Ability in Three-Dimensional Faces
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Men's Facial Masculinity: When (Body) Size Matters
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More Voodoo Correlations: When Average-Based Measures Inflate Correlations
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Digit Ratio 2D:4D, facial masculinization and aggressiveness in Spanish adolescents / Índice 2D:4D, masculinización facial y agresividad en adolescentes españoles
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The Effects of Facial Adiposity on Attractiveness and Perceived Leadership Ability
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Implicit weight bias: shared neural substrates for overweight and angry facial expressions revealed by cross-adaptation
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Physical Cues of Partner Quality
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Reassessing the association between facial structure and baseball performance: a comment on Tsujimura & Banissy (2013)
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Facial width-to-height ratio predicts self-reported dominance and aggression in males and females, but a measure of masculinity does not
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Perception of health from facial cues
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Facial Image-Based BMI Estimation Using ResNet50 for Obesity Screening
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A study on the influence of body weight changes on face recognition
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An Examination of Bias of Facial Analysis based BMI Prediction Models
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Multi-View Body Image-Based Prediction of Body Mass Index and Various Body Part Sizes
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A Survey of The Relationship Between Human Faces And Body Mass Index (BMI)
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AI-Integrated Single Platform to Enhance Personal Wellbeing
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BMI Estimation from 2D Face Images Using Support Vector Machine
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Height and Weight Estimation of an Individual from Virtual Visuals
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Show me your face and I will tell you your height, weight and body mass index
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Estimate Height Weight and Body Mass Index From Face Image Using Machine Learning
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A Framework for Healthcare Everywhere: BMI Prediction Using Kinect and Data Mining Techniques on Mobiles
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A Deep Learning Approach to Analyze the Relationship Between Gender, Height, Weight, and Basal Metabolic Rate from Face Images
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BMI Prediction From Face Images
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Body Weight Estimation Using Virtual Anthropometric Measurements From a Single Image
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Do assortative preferences contribute to assortative mating for adiposity?
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A Cross‐Cultural Comparison of Population‐Specific Face Shape Preferences ( H omo s apiens)
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How the Harsh Environment of an Army Training Camp Changes Human (Homo sapiens) Facial Preferences
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Artificial intelligence for the practical assessment of nutritional status in emergencies
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Perceived facial adiposity conveys information about women's health
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Body Mass Index and Facial Cues in Sasang Typology for Young and Elderly Persons
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Predicting Obesity Using Facial Pictures during COVID‐19 Pandemic
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The Perils of Leading a Democracy
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Physical Strength as a Cue to Dominance
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Impact of Face Masks on Female Body Perception is Modulated by Facial Expressions
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Facial expression modifies female body perception
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The Effect of Attractiveness on Food Sharing Preferences in Human Mating Markets
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Facial Width-to-Height Ratio in a Large Sample of Commonwealth Games Athletes
inferred← citeshttps://doi.org/10.1177/1474704916630317openalex-snapshot
Concordant Cues in Faces and Voices
inferred← citeshttps://doi.org/10.1177/1474704920960440openalex-snapshot
Refined Carbohydrate Consumption and Facial Attractiveness
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The influence of three-dimensional cues on body size judgements
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The Episodic Prototypes Model (EPM): On the nature and genesis of facial representations
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On the Perception of Religious Group Membership from Faces
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A Lack of Sexual Dimorphism in Width-to-Height Ratio in White European Faces Using 2D Photographs, 3D Scans, and Anthropometry
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Facial Width-To-Height Ratio Relates to Alpha Status and Assertive Personality in Capuchin Monkeys
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Facial Masculinity: How the Choice of Measurement Method Enables to Detect Its Influence on Behaviour
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Evidence from Meta-Analyses of the Facial Width-to-Height Ratio as an Evolved Cue of Threat
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Facial Features: What Women Perceive as Attractive and What Men Consider Attractive
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Testing the Utility of a Data-Driven Approach for Assessing BMI from Face Images
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Facial Width-To-Height Ratio (fWHR) Is Not Associated with Adolescent Testosterone Levels
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BMI and WHR Are Reflected in Female Facial Shape and Texture: A Geometric Morphometric Image Analysis
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Effect of aging and body characteristics on facial sexual dimorphism in the Caucasian Population
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Was facial width-to-height ratio subject to sexual selection pressures? A life course approach
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Body Mass Index Prediction and Classification Based on Facial Morphological Cues Using Multinomial Logistic Regression
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Malleability of body image : how looking at other people affects perception of our own body
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Appealing to Vanity: Could Potential Appearance Improvement Motivate Fruit and Vegetable Consumption?
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Evaluation of surgical versus VASER assisted liposuction in management of submental adiposity in moderate to severe skin laxity and significant lipodystrophy
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On the Face of It: Social Heuristics Are Mediated by Age and Sex, But Not by Faciometrics
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Use of Facial Morphology to Determine Nutritional Status in Older Adults: Opportunities and Challenges
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Artificial Intelligence Techniques as Potential Tools for Large Scale Surveillance and Interventions for Obesity
inferred← citeshttps://doi.org/10.31234/osf.io/n2h9bopenalex-snapshot
Do 3D face images capture cues of strength, weight, and height better than 2D face images do?
inferred← citeshttps://doi.org/10.31234/osf.io/tpngzopenalex-snapshot
Is facial width-to-height ratio reliably associated with social inferences? A large cross-national examination
inferred← citeshttps://doi.org/10.31820/pt.29.3.6openalex-snapshot
Omjer širine i visine lica političara i uspjeh na političkim izborima
inferred← citeshttps://doi.org/10.3233/thc-191850openalex-snapshot
Automatic body mass index detection using correlation of face visual cues
inferred← citeshttps://doi.org/10.3389/fpsyg.2015.00417openalex-snapshot
The effect of sad facial expressions on weight judgment
inferred← citeshttps://doi.org/10.3389/fpsyg.2017.00971openalex-snapshot
Taking the Perfect Selfie: Investigating the Impact of Perspective on the Perception of Higher Cognitive Variables
inferred← citeshttps://doi.org/10.3389/fpsyg.2017.01883openalex-snapshot
Facial Shape Analysis Identifies Valid Cues to Aspects of Physiological Health in Caucasian, Asian, and African Populations
inferred← citeshttps://doi.org/10.3389/fpsyg.2018.02562openalex-snapshot
Facial Adiposity, Attractiveness, and Health: A Review
inferred← citeshttps://doi.org/10.3389/fpsyg.2022.1003250openalex-snapshot
Sizing up the crowd: Assessing spatial integration difficulties in body size judgements across eating disorder symptomatology
inferred← citeshttps://doi.org/10.3390/app10217812openalex-snapshot
Ensemble Learning for Skeleton-Based Body Mass Index Classification
inferred← citeshttps://doi.org/10.3390/bs14010068openalex-snapshot
The Relative Contribution of Facial and Body Information to the Perception of Cuteness
inferred← citeshttps://doi.org/10.3390/sym17060877openalex-snapshot
Extracting Multi-Dimensional Features for BMI Estimation Using a Multiplex Network
inferred← citeshttps://doi.org/10.33915/etd.6938openalex-snapshot
Facial Image Analysis for Body Mass Index, Makeup and Identity
inferred← citeshttps://doi.org/10.33915/etd.7633openalex-snapshot
On Body Mass Index Analysis from Human Visual Appearance
inferred← citeshttps://doi.org/10.3758/s13428-026-03156-0openalex-snapshot
Creating and validating photorealistic AI-generated facial expression stimuli for emotion research
inferred← citeshttps://doi.org/10.4041/kjod.2018.48.3.172openalex-snapshot
Changes in buccal facial depth of female patients after extraction and nonextraction orthodontic treatments: A preliminary study
inferred← citeshttps://doi.org/10.4103/jfsm.jfsm_71_16openalex-snapshot
Prediction of facial height, width, and ratio from thumbprints ridge count and its possible applications
inferred← citeshttps://doi.org/10.48175/ijarsct-5369openalex-snapshot
BMI Prediction using Kinect and Data Mining Techniques for Healthcare System
inferred← citeshttps://doi.org/10.5954/icarob.2022.os32-9openalex-snapshot
Classification of Body Mass Index Based Face Images Using Facial Landmarks Approach and PCA plus LDA
inferred← citeshttps://doi.org/10.7287/peerj.1801v0.1/reviews/1openalex-snapshot
Peer Review #1 of "Within-person variability in men’s facial width-to-height ratio (v0.1)"
inferred← citeshttps://doi.org/10.7287/peerj.1801v0.1/reviews/2openalex-snapshot
Peer Review #2 of "Within-person variability in men’s facial width-to-height ratio (v0.1)"
inferred← citeshttps://doi.org/10.7717/peerj.1801openalex-snapshot
Within-person variability in men’s facial width-to-height ratio
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.