CVHealthEva 1.0.5

CVD score & CVD age

CVHealthEva

The CVHealthEva is a python package that assists doctors to evaluate individual cardiovascular status. Users can use it to calculate the cardiovascular age, absolute risk score（ARS）and relative risk score (RRS) of individuals.

Installation and dependency package

dependency package

python >=3.6
xgboost >=0.90

Installation

pip install cvdscore

Example

from xgboost import XGBClassifier
import pickle
import scipy.stats as st
import pandas as pd
import numpy as np
import cvdscore
test = pd.read_table('https://raw.githubusercontent.com/VVictorChen/cvdscore/master/Example/DEMO_TESTV2.csv',sep=',',encoding='utf_8_sig')
testdata= test.drop(['result_after3year'],axis =1 ,inplace=False) 
test.head()
X = preprocess(testdata)
X.head()
cvd_age = cvdage(X)
cvd_score = main_cvdscore(X)