The study, "3D Convolutional Deep Learning for Nonlinear Estimation of Body Composition from Whole Body Morphology ... the accuracy of previous linear models. This advancement holds potential ...

Looking ahead, the research team plans to address the model's limitations while exploring its potential to reconstruct full-body 3D human models from single images—another important challenge ...