US 11,937,939 B2
Methods and systems for utilizing diagnostics for informed vibrant constituional guidance
Kenneth Neumann, Lakewood, CO (US)
Assigned to KPN Innovations, LLC, Lakewood, CO (US)
Filed by KPN INNOVATIONS, LLC., Lakewood, CO (US)
Filed on Sep. 1, 2021, as Appl. No. 17/463,825.
Application 17/463,825 is a continuation of application No. 16/372,512, filed on Apr. 2, 2019, granted, now 11,154,240.
Prior Publication US 2021/0393196 A1, Dec. 23, 2021
This patent is subject to a terminal disclaimer.
Int. Cl. A61B 5/00 (2006.01); G06N 20/00 (2019.01); G16H 10/40 (2018.01); G16H 50/20 (2018.01)
CPC A61B 5/4842 (2013.01) [A61B 5/7267 (2013.01); A61B 5/7275 (2013.01); G06N 20/00 (2019.01); G16H 10/40 (2018.01); G16H 50/20 (2018.01)] 20 Claims
OG exemplary drawing
 
1. A system for utilizing diagnostics for informed vibrant constitutional guidance, the system comprising:
at least a server;
a diagnostic engine operating on the at least a server, wherein the diagnostic engine is configured to:
generate a machine learning model, wherein the machine-learning model comprises a trained machine-learning model trained by a training data set;
receive a first training data set including a plurality of first data entries, each first data entry of the plurality of first data entries including at least an element of physiological state data and at least a correlated first prognostic label;
receive a second training data set including a plurality of second data entries, each second data entry of the plurality of second data entries including at least a second prognostic label and at least a correlated ameliorative process label; and
at least an advisory module, operating on the at least a server, the at least an advisory module designed and configured to:
generate an advisory output as a function of a diagnostic output, output by the machine learning model, wherein the advisory output comprises textual data identifying the diagnostic output and wherein the textual data identifying the diagnostic output is configured to be displayed on an advisor client device; and
transmit the advisory output to the advisor client device.