Towards objective and systematic evaluation of bias in artificial intelligence for medical imaging.

Emma A M Stanley Raissa SouzaAnthony J WinderVedant GulveKimberly AmadorMatthias WilmsNils Daniel Forkert

Published in: Journal of the American Medical Informatics Association : JAMIA (2024)

Our novel methodology for objectively studying bias in medical imaging AI can help support the development of clinical decision-support tools that are robust and responsible.

Keyphrases

artificial intelligence
clinical decision support
machine learning
high resolution
big data
deep learning
healthcare
physical activity
electronic health record
mass spectrometry
photodynamic therapy