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Related Concept Videos

Facial Feedback Hypothesis01:24

Facial Feedback Hypothesis

Charles Darwin proposed that facial expressions are an evolutionary adaptation for communication. He argued that these expressions are not influenced by culture but are universal across species. For example, a snarling expression with exposed teeth signals a threat in many animals, including humans. Darwin also suggested that displaying an emotion can intensify the feeling. Smiling, for example, could enhance one's sense of happiness. This idea laid the foundation for understanding the role of...
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The Kaplan-Meier estimator is a non-parametric method used to estimate the survival function from time-to-event data. In medical research, it is frequently employed to measure the proportion of patients surviving for a certain period after treatment. This estimator is fundamental in analyzing time-to-event data, making it indispensable in clinical trials, epidemiological studies, and reliability engineering. By estimating survival probabilities, researchers can evaluate treatment effectiveness,...
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Life tables are versatile across various fields, providing a quantitative basis for analyzing mortality and survival rates. Whether used by demographers, actuaries, epidemiologists, or sociologists, life tables offer valuable insights into the dynamics of life and death, facilitating informed decisions in public health, insurance, conservation, and beyond. Their broad applicability highlights the interconnectedness of demographic data with practical outcomes in everyday life and strategic...

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Updated: May 20, 2026

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
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Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease

Published on: July 24, 2019

Predicting mortality from human faces.

Dominika Dykiert1, Timothy C Bates, Alan J Gow

  • 1Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, University of Edinburgh, Edinburgh, UK. i.deary@ed.ac.uk

Psychosomatic Medicine
|July 4, 2012
PubMed
Summary
This summary is machine-generated.

Facial age in photographs predicts mortality risk in older adults. Apparent facial age is a significant predictor of longevity, even beyond objective health and cognitive assessments.

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Area of Science:

  • Gerontology
  • Biogerontology
  • Facial Aging Research

Background:

  • Facial appearance may reflect underlying health and biological aging processes.
  • Previous research has explored links between facial features and health outcomes, but predictive value for mortality requires further investigation.

Purpose of the Study:

  • To determine if mortality risk in older adults can be predicted from facial photographs.
  • To assess the extent to which various facial ratings predict mortality over a 7-year follow-up period.

Main Methods:

  • Facial photographs of 292 individuals from the Lothian Birth Cohort 1921 (aged ~83) were rated for apparent age, health, attractiveness, symmetry, intelligence, and well-being.
  • Cox proportional hazards regression analyzed associations between these ratings and mortality during follow-up.

Main Results:

  • Apparent facial age, adjusted for sex and chronological age, significantly predicted mortality (HR=1.36).
  • This predictive value remained significant even after controlling for objective health, cognitive ability, and other facial ratings.
  • Rated health predicted mortality initially but lost significance when adjusted for rated age or objective health/cognition.

Conclusions:

  • Apparent facial age derived from photographs is a significant predictor of mortality risk in older adults.
  • Facial age provides predictive information about mortality beyond objective health status and cognitive ability.