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Doctors In The House, Which Of These Factors Influences Heart Disease? - Health - Nairaland 373g2w

Doctors In The House, Which Of These Factors Influences Heart Disease? (190 Views)

ChidiebereS(m): 9:21pm On May 16

Good evening, everyone. Please, this post is directed to doctors in the house, especially cardiologists.

I am working on a Data science research project on Malaria Prediction and I really need domain knowledge on this subject matter. There are several factors which are included in the dataset and I am trying to find out the top10 features that contributes the most to Heart disease.

The factors include:

1. Age.
2. Gender.
3. Blood Pressure.
4. Cholesterol Level.
5. Exercise Habits.
6. Smoking.
7. Family Heart Disease.
8. Diabetes.
9. BMI.
10. High Blood Pressure.
11. Low HDL Cholesterol.
12. High LDL Cholesterol.
13. Alcohol Consumption.
14. Stress Level.
15. Sleep Hours.
16. Sugar Consumption.
17. Triglyceride Level.
18. Fasting Blood Sugar.
19. CRP Level.
20. Homocysteine Level.

Please, I need responses from ONLY doctors and medical professionals, as this is a project that can affect lives. Thank you.

papiSNEH(m): 10:46pm On May 16

i no see devil bestie and sportybet for the list undecided

ChybuzzDD(m): 7:15am On May 18

ChidiebereS:
Good evening, everyone. Please, this post is directed to doctors in the house, especially cardiologists.

I am working on a Data science research project on Malaria Prediction and I really need domain knowledge on this subject matter. There are several factors which are included in the dataset and I am trying to find out the top10 features that contributes the most to Heart disease.

The factors include:

1. Age.
2. Gender.
3. Blood Pressure.
4. Cholesterol Level.
5. Exercise Habits.
6. Smoking.
7. Family Heart Disease.
8. Diabetes.
9. BMI.
10. High Blood Pressure.
11. Low HDL Cholesterol.
12. High LDL Cholesterol.
13. Alcohol Consumption.
14. Stress Level.
15. Sleep Hours.
16. Sugar Consumption.
17. Triglyceride Level.
18. Fasting Blood Sugar.
19. CRP Level.
20. Homocysteine Level.

Please, I need responses from ONLY doctors and medical professionals, as this is a project that can affect lives. Thank you.

This is not how to construct a questionnaire nah
You should have made it in such a way that responders can click ''Yes" or 'No' for each of the items.

Again, why writing "Blood pressure'' in one place and ''High blood pressure'' at another;
''Diabetes'' at one place, and ''Sugar consumption'' and ''Fasting blood sugar'' at another?
They should be streamlined.

1 Like

ChidiebereS(m): 12:09pm On May 20

ChybuzzDD:

This is not how to construct a questionnaire nah
You should have made it in such a way that responders can click ''Yes" or 'No' for each of the items.

Again, why writing "Blood pressure'' in one place and ''High blood pressure'' at another;
''Diabetes'' at one place, and ''Sugar consumption'' and ''Fasting blood sugar'' at another?
They should be streamlined.

Thank you for your comment. Actually I didn't formulate the questionnaire myself. That's how I ed it from the internet.

DoctorShomo: 8:24pm On May 20

ChidiebereS:

Thank you for your comment. Actually I didn't formulate the questionnaire myself. That's how I ed it from the internet.

Structure it properly if you want people to respond?

(1) (Reply)

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