Generative deep learning furthers the understanding of local distributions of fat and muscle on body shape and health using 3D surface scans
Abstract Background Body shape, an intuitive health indicator, is deterministically driven by body composition. We developed and validated a deep learning model that generates accurate dual-energy X-ray absorptiometry (DXA) scans from three-dimensional optical body scans (3DO), enabling compositiona...
Main Authors: | , , , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2024-01-01
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Series: | Communications Medicine |
Online Access: | https://doi.org/10.1038/s43856-024-00434-w |