Medical studies and data, historically done on white males
E.g. Heart attack symptoms are different for men and women
What happens if we use a diagnostic app using this data?
1 https://womeningh.org/
Serious impact
Heart attack symptoms- emergency for a man, panic attack for a woman
Way too many and counting!
1 CC BY, John Manoogian III (JM3)
Tip of the ice berg
Statistical biases tip of ice-berg
Human and systematic bias- attitude and societal changes
Test for bias, prevention and mitigation, open to feedback
1 Schwartz, R. , Vassilev, A. , Greene, K. , Perine, L. , Burt, A. and Hall, P. (2022), Towards a Standard for Identifying and Managing Bias in Artificial Intelligence, National Institute of Standards and Technology