Final DXA-nation

Longitudinal Image-based AI Models for Health and Medicine

AI can see the end! Deep learning predicts all-cause mortality from single and sequential body composition imaging

Key Points, TLDR:

• The combination of body composition imaging and meta-data (e.g. age, sex, grip strength, walking speed, etc) resulted in the best 10 year mortality predictions
• Longitudinal or sequential models overall performed better than single record models, highlighting the importance of modeling …

age aging ai ai models author combination data deep learning etc health healthcare image imaging machine learning meta mortality sex speed thoughts-and-theory types