Causal Machine Learning to Discover Biochemical Determinants of Physical Fitness

Identifying the key pathways relevant to cardiorespiratory fitness is of great importance for both predicting exercise responsiveness and potentially finding which interventions are likely to affect it. While contemporary deep learning models have demonstrated great success in pattern recognition an...

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Bibliographic Details
Main Author: Nawaz, Hesham
Other Authors: Fraenkel, Ernest
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/157864