Comparison of three scoring systems (BRFSS_2015 dataset).

<p>Comparison of three scoring systems (BRFSS_2015 dataset).</p>

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Bibliographic Details
Main Author:	Lang Deng (5681033) (author)
Other Authors:	Kongjie Lu (12783076) (author), Huanhuan Hu (500757) (author)
Published:	2025
Subjects:	Genetics Biotechnology Cancer Science Policy Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified traditional diagnostic methods shapley additive explanations evaluated using metrics enhancing clinical decision cardiovascular diseases worldwide model &# 8217 high misdiagnosis rates alizadeh sani datasets predicting chd risk chd scoring system handling missing values interpretable lightgbm model alizadeh sani dataset enhance model interpretability alizadeh sani lightgbm model model training high cholesterol lightgbm algorithm chd based xlink "> study proposes smoking status prediction framework parameter tuning model performance major burdens influential features friendly tool feature engineering developed based coronary angiography 61 %, 37 %. 33 %, 26 %, 11 %.
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