SYSTEM AND METHOD FOR GENERATING CARDIOVASCULAR HEALTH PROGRAMS
Systems and methods for generating cardiovascular health programs the system configured to receive a cardiovascular sample relating to a user and a user preference, receive a plurality of physical activities, generate a cardiovascular parameter as a function of the cardiovascular disease sample, determine a cardiovascular profile as a function of the a cardiovascular parameter, identify a nutrition element as a function of the cardiovascular profile, generate a cardiovascular disease nourishment program as a function of the nourishment score and the cardiovascular profile, and generate a lifestyle program as a function of the cardiovascular profile.
1 . A system for generating cardiovascular health programs, the system comprising:
a computing device, the computing device configured to:
receive at least a cardiovascular sample relating to a user;
receive a plurality of physical activities;
generate at least a cardiovascular parameter as a function of the at least a cardiovascular sample;
determine a cardiovascular profile as a function of the at least a cardiovascular parameter and at least a cardiovascular deficiency, wherein:
the at least a cardiovascular deficiency is compared to a cardiovascular threshold;
the cardiovascular profile includes a numerical cardiovascular health score correlated to the at least a cardiovascular parameter; and
the cardiovascular profile comprises an atherosclerosis indicator correlated to the at least a cardiovascular parameter, wherein the atherosclerosis indicator includes a location in a user's body wherein a vein or artery is accumulating plaque buildup;
generate a lifestyle program as a function of the cardiovascular profile, wherein generating the lifestyle program comprises:
correlating at least a physical activity from the plurality of physical activities to the at least a cardiovascular parameter; and
assigning the at least a physical activity to the user as a function of the correlation.
2 . The system of claim 1 , wherein generating the lifestyle program comprises receiving a user choice regarding an activity.
3 . The system of claim 1 , wherein computing device is further configured to generate the lifestyle program using a lifestyle program classifier.
4 . The system of claim 3 , wherein the computing device is further to train a classification machine learning model using a lifestyle training set.
5 . The system of claim 4 , wherein the lifestyle training set comprises previous iterations classification machine learning model.
6 . The system of claim 1 , wherein the computing device is further configured to calculate the numerical cardiovascular health score, wherein calculating the numerical cardiovascular health score comprises:
assigning a first numerical score to the at least a cardiovascular parameter as a function of the cardiovascular threshold;
assigning a second numerical score to at least a physical activity associated with the at least a cardiovascular parameter; and
calculating the numerical cardiovascular score as a function of the second numerical score and the first numerical score.
7 . The system of claim 6 , wherein the computing device is further configured to minimize the numerical cardiovascular score as a function of the at least a physical activity from the plurality of physical activities.
8 . The system of claim 1 , wherein generating the lifestyle program comprises generating an activity adherence score.
9 . The system of claim 8 , wherein the computing device is further configured to modify the activity adherence score.
10 . The system of claim 9 , wherein the computing device is further configured to modify the lifestyle program as a function of the activity adherence score.
11 . A method for generating cardiovascular health programs, the method comprising:
receiving, by a computing device, at least a cardiovascular disease sample relating to a user;
receiving, by the computing device, a user preference;
generating, by the computing device, at least a cardiovascular parameter as a function of the cardiovascular sample;
determining, by the computing device, a cardiovascular profile as a function of the at least a cardiovascular parameter and at least a cardiovascular deficiency;
wherein the at least a cardiovascular deficiency is compared to a cardiovascular threshold, wherein the cardiovascular profile comprises a numerical cardiovascular health score correlated to the at least a cardiovascular parameter;
wherein the cardiovascular profile comprises an atherosclerosis indicator correlated to the at least a cardiovascular parameter, wherein the atherosclerosis indicator includes a location in a user's body wherein a vein or artery is accumulating plaque buildup; and
generating, by the computing device, a lifestyle program as a function of the cardiovascular profile, wherein generating the lifestyle program comprises:
correlating at least a physical activity from the plurality of physical activities to the at least a cardiovascular parameter; and
assigning the at least a physical activity to the user as a function of the correlation.
12 . The method of claim 11 , wherein generating the lifestyle program comprises receiving a user choice regarding an activity.
13 . The method of claim 11 , wherein the method further comprises generating the lifestyle program using a lifestyle program classifier.
14 . The method of claim 13 , wherein the method further comprises training a classification machine learning model using a lifestyle training set.
15 . The method of claim 14 , wherein the lifestyle training set comprises previous iterations classification machine learning model.
16 . The method of claim 11 , wherein the method further comprises calculating the numerical cardiovascular health score, wherein calculating the numerical health score comprises:
assigning a first numerical score to the at least a cardiovascular parameter as a function of the cardiovascular threshold;
assigning a second numerical score to at least a physical activity associated with the at least a cardiovascular parameter; and
calculating the numerical cardiovascular score as a function of the second numerical score and the first numerical score.
17 . The method of claim 16 , wherein the method further comprises minimizing the numerical cardiovascular health score as a function of the at least a physical activity from the plurality of physical activities.
18 . The method of claim 11 , wherein generating the lifestyle program comprises generating an activity adherence score.
19 . The method of claim 18 , wherein the method further comprises modifying the activity adherence score.
20 . The method of claim 19 , wherein the method further comprises modifying the lifestyle program as a function of the activity adherence score.