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Final DXA-nation
July 22, 2023, 7:01 a.m. | Lambert T Leong, PhD
Towards Data Science - Medium towardsdatascience.com
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
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