| CPC G16H 20/60 (2018.01) [A61B 5/4866 (2013.01); A61B 5/7246 (2013.01); A61B 5/7267 (2013.01); G16H 10/20 (2018.01); G16H 10/60 (2018.01); G16H 50/20 (2018.01); G16H 50/30 (2018.01); G16H 50/70 (2018.01)] | 16 Claims |
|
1. A system for presenting an ailment from a modified nourishment scheme, the system comprising a computing device, the computing device configured to:
identify a nutrition requirement for a user;
receive, from a monitoring device, a monitoring element;
generate a modified nutrition requirement as a function of the monitoring element utilizing a modification machine learning model and further comprising:
receiving modification training data, wherein the modification training data correlates at least a monitoring element to a nutrition outcome;
training, iteratively, the modification machine-learning model using the modification training data, wherein training the modification machine-learning model includes retraining the modification machine-learning model with feedback from previous iterations of the modification machine-learning model; and
generating the modified nutrition requirement as a function of the monitoring element using the trained modification machine-learning model; and
identify an ailment that fulfills the modified nutrition requirement, wherein identifying the ailment comprises:
determining a nourishment value corresponding to the modified nutrition requirement;
creating a distance metric from the nourishment value to each ailment of a plurality of ailments; and
selecting at least an ailment as a function of a minimal distance metric calculation.
|